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PLOS One logoLink to PLOS One
. 2026 Aug 11;21(8):e0342631. doi: 10.1371/journal.pone.0342631

Oral hygiene practices and dental caries experience in Nigeria: A systematic review and meta-analysis

Adetayo Aborisade 1,*, Amina Mohammed Ali 2, Chizoba Okolo 3, Titilola Abike Gbaja-Biamila 4,5, Folahanmi Tomiwa Akinsolu 4,5,6, Abideen Olurotimi Salako 4,5,6, Ifeoluwa Eunice Adewole 4,6, Mobolaji Timothy Olagunju 7, Olunike Rebecca Abodurin 4,6,7,8, George Uchenna Eleje 4,9,10,11, Ucheoma Catherine Nwaozuru 4,12, Adebola Oluyemisi Ehizele 4,13, Joanne Marie Lusher 4,14, Maha El Tantawi 4,15, Oliver Chukwujekwu Ezechi 4,5,6, Morẹ́nikẹ Oluwátóyìn Foláyan 4,16
Editor: Ayodeji Babatunde Oginni17
PMCID: PMC13460621  PMID: 42579706

Abstract

Background

Oral hygiene is linked with dental caries experience. This systematic review and meta-analysis assessed the associations between oral hygiene status, the frequency of tooth brushing, and the prevalence of dental caries in Nigeria. It also examined how the geographical zones and dentition type moderate these associations, and identified the tools commonly used for oral hygiene maintenance.

Methods

The systematic review and meta-analysis was registered with PROSPERO (CRD42022367763). A search was conducted in PubMed, Web of Science, Scopus, African Journals Online, African Index Medicus, and Google Scholar in January 2026 for studies conducted between January 2001 and December 2025. Observational studies and clinical trials reporting baseline caries prevalence were included. There was no language restriction. Studies were excluded if they did not provide information on the sample size, had no study outcome data, featured duplicate samples, or were review articles, meta-analyses, case reports, case series, in vitro studies, commentaries/letters (editorials, opinion pieces) devoid of primary data. Pooled odds ratios (ORs) were estimated using random-effects models. Subgroup analyses were conducted by dentition type, geopolitical zone, study design, publication year, mean age, and sample size.

Results

Twenty-three cross-sectional studies were included, of which 20 (86.9%) were conducted in Southern Nigeria. Pooled data from 10 studies suggested poor oral hygiene was associated with 100% higher odds of dental caries (95% CI: 1.26–3.96; p = 0.003). After removing an influential outlier, the analysis showed a 76% increase in dental caries prevalence associated with poor oral hygiene (95% CI: 1.41–2.18; p = 0.003; I² = 0.00%). Brushing at least twice daily was associated with reduced dental caries (p < 0.001). Dentition type and publication year were significant moderators. The most common oral cleaning tool was a toothbrush with toothpaste, though chewing sticks, cotton wool, and other traditional tools were also reported.

Conclusion

Poor oral hygiene was linked to increased odds for dental caries, while twice-daily tooth brushing was protective in Nigeria. The type of cleaning tool was not significantly associated with dental caries risk, highlighting the importance of brushing frequency over tool type. Studies reporting on oral hygiene and dental caries in Northern Nigeria are needed to improve the national representativeness of the data.

Introduction

Oral hygiene is essential for oral and general health. It encompasses a range of preventative practices that individuals adopt to maintain the cleanliness and overall health of the oral cavity [1–3]. Oral hygiene tools include the use of dental floss, interdental cleaning, antimicrobial rinses, and tongue cleaning to control plaque accumulation [4,5]. Furthermore, cleaning of the dorsum of the tongue using a tongue scraper or a toothbrush helps to eliminate debris that can be an oral bacterial reservoir [6–8]. Key oral hygiene method, however, is the regular tooth brushing with a toothbrush and toothpaste, which removes dental plaque and food particles, and prevents dental caries. [9]. Besides toothbrushing, the use of dental floss, interdental cleaning, antimicrobial rinses, and tongue cleaning controls plaque accumulation.

The link between oral hygiene and dental caries is well-established, as dental plaque initiates and advances dental caries lesions [10,11]; therefore, efforts to control plaque would positively affect the prevention of dental caries [12]. Regular toothbrushing with fluoridated toothpaste, and dental floss helps remove plaque and reduce the availability of fermentable carbohydrates for bacterial acid production [5,13–15]. Oral hygiene practices can reduce the risk of developing dental caries when combined with professional preventive treatments such as scaling and polishing [11,14,16,17]. Proper oral hygiene removes plaque from tooth surfaces [10,18], which prevents the initiation of enamel demineralization caused by acid produced by bacterial fermentation of carbohydrates in the oral cavity [3,19].

Globally, untreated dental caries in permanent teeth remains the most prevalent health condition, affecting an estimated two billion people in 2022 [20]. Despite this burden, there is limited context-specific evidence from Nigeria. The most recent national survey on dental caries in Nigeria was conducted in 1995 [21], and a national survey on oral hygiene practices was last conducted in 2014 [22]. Since then, major socio-economic [23] and demographic [24] shifts, rapid urbanization [25,26], dietary changes (including increased sugar consumption) [27], and disparities in access to preventive oral health services [27] have likely altered the relationship between oral hygiene practices and dental caries. Furthermore, regional diversity in cultural practices, such as the use of chewing sticks alongside toothbrushes, necessitates evidence that reflects both modern and traditional practices [28]. Without updated, nationally representative evidence, policymakers and oral health professionals lack the data needed to design effective, culturally relevant, and equitable interventions for dental caries prevention. The evidence also needs to support planning for northern and southern Nigeria, where differences in health expenses and disease burden [29], oral hygiene behaviors [21], service availability, and socio-demographic conditions [30] demand region‑specific strategies.

In the absence of national surveillance, a systematic review can address the critical evidence gap and offer insights to guide oral health policies, prevention strategies, and public health programs in line with the United Nations Sustainable Development Goal 3 on good health and well-being [31]. This systematic review and meta-analysis therefore aimed to synthesize available evidence on the association between oral hygiene practices and dental caries in Nigeria and to provide a national estimate from published observational studies.

Methods

Study protocol

This systematic review and meta-analysis were initially registered with PROSPERO (CRD42022367763) in 2022 and updated on the 24th of January 2026. The study was reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) statement and checklist [32,33] (S1 File). Two blinded reviewers performed each review stage, and disagreements were resolved through discussions with a third reviewer.

Research questions

The following research questions guided the study: 1) Is there an association between oral hygiene status and dental caries? 2) Is there an association between the frequency of tooth brushing and the prevalence of dental caries? 3) What tools were used by participants for maintaining oral hygiene?

Search strategy

Five databases (PubMed, Web of Science, Scopus, African Journals Online, and African Index Medicus) and Google Scholar were searched for relevant articles published with no language restriction. The initial search syntax was developed for PubMed and later adapted to fulfill the unique search criteria of the other databases (S2 File).

To ensure a comprehensive search, grey literature was sought from the libraries of the National Postgraduate Medical College of Nigeria and the West African College of Surgeons. The libraries of the National Postgraduate Medical College of Nigeria and the West African College of Surgeons provide the biggest local library of theses and postgraduate dissertations. In addition, the reference lists of all retrieved articles, systematic reviews, and meta-analyses were examined. To identify further sources, study investigators were contacted directly for inaccessible publications and for clarification on missing data, theses, and unpublished manuscripts.

Inclusion and exclusion criteria

All published and unpublished studies, including hand searches conducted in Nigeria between January 2001 and December 2025, that reported on associations between oral hygiene and the prevalence of dental caries were eligible for study inclusion. Study designs eligible for inclusion were cross-sectional, cohort, and case-control studies. Clinical trials that provided relevant baseline prevalence data were also included. Studies were also included if they presented available data for at least one of the primary outcomes indicated in Table 1, whose reported odds ratio (OR) and 95% confidence interval (CI) were analyzed by univariate or multivariate analyses, and studies whose data could be analyzed to generate variables for the current study.

Table 1. Eligibility criteria using PECOS (Population, Exposure, Comparisons, Outcomes, Studies) framework.

Population Individuals residing in Nigeria
Exposure Oral hygiene practices (tooth brushing frequency and tooth cleaning methods – toothbrush, chewing stick, or other devices), and oral hygiene status.
Comparators Variations in oral hygiene practices (e.g., brushing ≥2 times/day vs. once/day; good vs. poor hygiene; toothbrush vs. chewing stick).
Outcome Presence of dental caries.
Studies Studies reporting prevalence data.

Studies were excluded if they did not provide information on the sample size, had unavailable outcome data, or featured duplicate samples. Review articles, systematic reviews and meta-analyses, case reports or case series, in vitro studies, commentaries/letters (editorials, opinion pieces), devoid of primary data, were excluded. Studies with overlapping data from other included studies were also excluded. Excluded studies were reported in S3 Table.

Selection of studies

Studies were screened using the PECOS framework (Population, Exposure Comparators, Outcomes, Time, Studies). Table 1 presents the PECOS framework used for this study [34]. In this review, dental caries was the outcome of interest. Oral hygiene practices were considered the exposures, and different categories of practices served as comparators. This distinction was made explicit to ensure clarity in the analytic framework and to avoid misinterpretation of dental caries as an exposure or risk factor.

Three authors (AA, AMA, and CO) independently reviewed the titles and abstracts of each study that met the inclusion criteria after removing duplicates and downloading them to the reference management software EndNote 7.8. Studies that did not meet the inclusion criteria and those where the full text was unavailable were excluded. Two reviewers (AA and AMA) independently assessed the eligibility of the retrieved manuscripts, and any disagreements were resolved by discussion or recourse to a third reviewer (MOF).

Data extraction

Four independent reviewers (AA, TAG, IEA, and ORA) used a pretested data extraction form prepared in Microsoft Excel to independently extract information related to the author’s name and year of publication. In addition, specific details about the study design, location, and study setting were captured. Details about the study participants – sample size, age distribution, sex of participants, and other unique characteristics – were extracted. Information about participants’ oral hygiene practices was also extracted. These details included measures of oral hygiene status, frequency and duration of hygiene practices, and the tools or methods employed for oral hygiene. Simultaneously, dental caries assessment data were cataloged, highlighting each study’s tools or methods for assessing dental caries. The percentage of participants with dental caries was also extracted. Lastly, the results or association measures, whether in the form of prevalence or statistical ratios indicating the associations between oral hygiene practices and dental caries, were recorded. Any discrepancies were resolved by a fifth reviewer (MOF).

Quality and risk of bias assessment

Four independent reviewers (AA, TAG, IEA, and ORA) assessed the methodological quality and risk of bias in the included studies, with discrepancies resolved by a fifth reviewer (FTA) using an adapted version of the risk of bias tool for prevalence studies according to the modified Joana Briggs Institute Assessment for Risk of Bias [35]. This risk of bias tool, designed for prevalence studies, was applied as the most appropriate quality assessment approach because the Odds Ratios (ORs) synthesized in the meta-analysis were calculated directly from raw prevalence counts (number of events and non-events) reported in the included cross-sectional studies. The validity of these ORs is fundamentally dependent on the methodological quality of the prevalence data. The total score ranged from 0 to 9, with the overall score categorized as follows: 0–3: “high risk,” 4–6: “moderate risk,” and 7–9: “low risk” of bias.

Certainty of evidence

The certainty of evidence for each outcome using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach was not conducted because, under this framework, cross-sectional studies are rated as low certainty evidence for questions of association because of the inherent risk of bias from temporality and unmeasured confounding [36,37]. As no randomized or longitudinal studies were available for any of the comparisons, applying GRADE would uniformly label all pooled estimates as very low certainty, which does not meaningfully discriminate between outcomes. Instead, we presented the risk of bias assessment and the sensitivity analyses as the primary indicators of result robustness.

Sensitivity analysis

A sensitivity analysis was performed with leave‑one‑out meta‑analysis for the primary outcome of oral hygiene status and caries prevalence, and influence diagnostics were performed using Cook’s distance and DFBETAS to identify outliers [38,39]. We also removed studies with a high risk of bias (as assessed by the modified JBI tool) to test the stability of the pooled estimates [40].

Assessment for publication bias

Symmetry of the funnel plot was planned to assess the publication bias of the articles included in the systematic review. Egger’s regression test was also utilized to assess publication bias objectively with significance at p < 0.05.

Statistical analysis

All analyses were conducted using R and R Studio Version 4.5.1 (“Great Square Root”). A descriptive analysis was first undertaken to show the distribution of studies by year of publication, study design, geopolitical region, number of male and female participants, and type of dentition studied: primary (0–5 years), mixed (6–11 years), and permanent (≥12 years). We also described the number of studies reporting an association between oral hygiene practices and dental caries prevalence by geographic region and dentition type.

This meta-analysis applied strict inclusion criteria, selecting only studies that reported definitive, binary data on the presence or absence of dental caries. This ensured an objective and direct assessment of the relationship between oral hygiene practices and caries, aligning with standard epidemiological methods for evaluating disease prevalence and risk factors. Pooled estimates were generated using the Mantel-Haenszel method. Heterogeneity was evaluated using Cochran’s Q test, the I² statistic, and inspection of forest plots. The independent variables were oral hygiene practices (tooth cleaning method, brushing frequency, and oral hygiene status), while the dependent variable was dental caries prevalence. Odds ratios (ORs) with 95% confidence intervals (CIs) were used as the summary measure, categorizing outcomes into dental caries present versus absent. These ORs were calculated from extracted frequencies and denominators reported in the studies, rather than adopting published effect sizes. Because the synthesis was based on prevalence data, a risk of bias tool designed for prevalence studies was applied as the most appropriate quality assessment approach. A p-value <0.05 for the Q test was considered statistically significant, and I² values above 50% indicated substantial heterogeneity. Negative I² values were treated as zero [41,42], following Cochrane Handbook guidance [43,44]. Studies with no events in either arm were excluded from the meta-analysis [40–44].

Associations between oral hygiene practices and dental caries prevalence were evaluated using moderator analysis, including subgroup analysis and univariate meta-regression. When study heterogeneity is high, subgroup analyses were conducted based on the type of dentition (primary, mixed, permanent), geopolitical zone (South and Northern), and study design (population-based, school-based, or other). Univariate meta-regression examined the year of publication, study sample size, and participants’ mean age in each study. Sensitivity analyses involved excluding studies with a high risk of bias and sequentially removing individual studies to assess their influence on pooled estimates. Publication bias was assessed using funnel plots and Egger’s test when at least ten studies reported the same outcome [45,46].

Ethical approval

Ethical approval was not required for this systematic review as the research was based on information retrieved from published studies.

Results

Selection of studies

As shown in Fig 1, 1422 records were retrieved. After removing 414 duplicates, 1008 records remained for eligibility screening. Of these, 935 studies were excluded based on their titles and abstracts. After reviewing the full-text records, 23 met the inclusion criteria [4,7,15,18,47–65].

Fig 1. PRISMA flow diagram for the search results.

Fig 1

Characteristics of included studies

The characteristics of the 23 included studies are detailed in Table 2. The participant population size in each study ranged from 124 to 2,107 individuals, culminating in a combined total of 15,797 participants. The aggregated sample comprised 7838 males and 7959 females with participants’ ages ranging from six months to 64 years.

Table 2. Characteristics of included studies.

S/No Study Reference Title Study Design City/State Region Sample Size Age Range Gender Distribution (M/F)
1 Sowole et al., 2007 [15] Dental Caries Pattern and Predisposing Oral Hygiene Related Factors in Nigerian Preschool Children Cross-sectional Lagos Southwest 389 6-71 months 217 / 172
2 Okoye et al., 2011 [47] Prevalence of Dental Caries in a Nigerian Rural Community: A Preliminary Local Survey Cross-sectional Enugu Southeast 301 11-16 years 100 / 201
3 Ajayi and Abidemi-Solanke, 2014 [48] Socio-behavioural risk factors of dental caries among selected adolescents in Ibadan, Nigeria Cross-sectional Ibadan Southwest 914 10-19 years 451 / 463
4 Folayan et al., 2015 [49] Prevalence And Early Childhood Caries Risk Indicators in Preschool Children in Suburban Nigeria Cross-sectional Osun Southwest 497 6-71 months 266 / 231
5 Olatosi et al., 2015 [50] The Prevalence of Early Childhood Caries and Its Associated Risk Factors Among Preschool Children Referred to a Tertiary Institution Cross-sectional Lagos Southwest 202 6-71 months 44 / 158
6 Olabisi et al., 2015 [7] Prevalence Of Dental Caries and Oral Hygiene Status of a Screened Population in Port Harcourt, Rivers State, Nigeria Cross-sectional Rivers South-South 288 15-64 years 133 / 155
7 Onyejaka and Amobi, 2016 [51] Risk Factors of Early Childhood Caries among Children in Enugu, Nigeria Cross-sectional Enugu Southeast 429 9 months – 5 years 226 / 203
8 Akinyamoju et al., 2018 [18] Dental Caries and Oral Hygiene Status: Survey of Schoolchildren in Rural Communities, Southwest Nigeria Cross-sectional Ogun Southwest 778 7-17 years 424 / 354
9 Oyedele et al., 2018 [52] Impact of Oral Hygiene and Socio-demographic Factors on Dental Caries in a Suburban Population in Nigeria Cross-sectional Osun Southwest 2,107 8-16 years 982 / 1125
10 Kolawole et al., 2019 [4] Association Between Malocclusion, Caries, And Oral Hygiene in Children 6–12 Years Old Residents in Suburban Nigeria Cross-sectional Osun Southwest 495 6-12 years 242 / 253
11 Abiola et al., 2019 [53] Dental Caries Occurrence and Associated Oral Hygiene Practices Among Rural and Urban Nigerian Preschool Children Cross-sectional Lagos Southwest 404 18-60 months 208 / 196
12 Nwathor et al., 2019 [54] Oral Hygiene Status, Practices, and Awareness of Medium Security Prison Inmates in Northeastern Nigeria Cross-sectional Bauchi Northeast 280 <30->50 years 276 / 4
13 Disa et al., 2019 [55] Predictors of dental caries among adults and adolescents in a dental clinic in North-eastern Nigeria Case-control Yobe Northeast 124 15-63 years 59 / 65
14 Oyapero et al., 2020 [56] Association Between Dental Caries, Odontogenic Infections, Oral Hygiene Status, and Anthropometric Measurements of Children in Lagos, Nigeria Cross-sectional Lagos Southwest 278 1-15 years 132 / 146
15 Arowolo, 2020 [57] Determination Of the Association Between Nutritional Status and Dental Caries In 6–16-Year-Old School Children in Ile – Ife Cross-sectional Osun Southwest 1,502 6-16 years 689 / 813
16 Olatosi et al., 2020 [58] Disparities in Caries Experience and Socio-Behavioural Risk Indicators Among Private School Children in Lagos, Nigeria Cross-sectional Lagos Southwest 592 5-16 years 307 / 285
17 Folayan et al., 2021 [59] Associations Between a History of Sexual Abuse and Dental Anxiety, Caries Experience, and Oral Hygiene Status Among Adolescents in Sub-Urban South West Nigeria Cross-sectional Osun Southwest 1,056 10-19 years 598 / 458
18 Onyejaka et al., 2021 [60] Prevalence and Associated Factors of Dental Caries Among Primary School Children in Southeast Nigeria Cross-sectional Enugu Southeast 657 5-17 years 316 / 341
19 Idowu et al., 2021 [61] Dental Caries Prevalence, Restorative Needs and Oral Hygiene Status in Adult Population: A Cross-sectional Study among Nurses in Jos University Teaching Hospital, Jos, Nigeria Cross-sectional Jos North-central 251 9–64 years 77 / 174
20 Oyedele et al., 2021 [62] Comparison of Dental Caries and Oral Hygiene Status of Children in Suburban areas with those in the Rural Population of Southwestern Nigeria Cross-sectional Osun/Ogun Southwest 1,397 8-12 years 706 / 691
21 Folayan et al., 2021 [63] Individual and familial factors associated with caries and gingivitis among adolescent’s resident in a semi-urban community in South Western Nigeria Cross-sectional Osun Southwest 1,472 10-19 years 846 / 626
22 Oyedele et al., 2022 [64] Associations Between Dental Caries, Oral Hygiene Status, And Oral Health Practices of First-Year Undergraduates in A Private University in Nigeria Cross-sectional Ogun Southwest 1,164 15-23 years 443 / 721
23 Afolabi, 2023 [65] Comparative assessment of the oral health status of children aged 4–16 years with and without sickle cell anaemia resident in Ile-Ife and Ilesha, Osun State, Nigeria Case-control Osun Southwest 220 6-16 years 96 / 124

The publication timeline of the included studies spans 16 years, from 2007 to 2023, and can be categorized into distinct periods. (1) Early Period (2007–2015): Six studies (26.1%) were published during this foundational phase [7,15,47–50]. (2) Middle Period (2016–2020): Ten studies (43.5%) were published, indicating an increase in research activity [4,18,51–58]. (3) Recent Period (2021–2023): Seven studies (30.4%) were published in the most recent years, demonstrating sustained interest in the topic [59–65]. All 23 studies employed an observational design. Twenty-one studies (91.3%) were cross-sectional surveys [4,7,15,18,47–54,56–64], while two studies (8.7%) utilized a case-control design [55,65].

Geographically, the studies showed a significant concentration in Southern Nigeria. Twenty studies (86.9%) were conducted in the southern region, compared to three studies (13.1%) from Northern Nigeria. Within Southern Nigeria, the Southwest zone was the most researched, with 16 studies (69.6% of the total). These were conducted across Lagos [15,50,53,56,58], Osun [4,49,52,57,59,62,63,65], Ogun [18,64], 62], and Oyo (Ibadan) [48] states. Three studies (13.0%) were conducted in the Southeast (Enugu) [47,51,60], and one study (4.3%) was from the South-South (Rivers) region [7]. In Northern Nigeria, two studies were from the Northeast (Bauchi and Yobe) [54,55], and one study was from the North-central (Jos) zone [61].

Oral hygiene status, frequency, and devices used for oral hygiene

Oral hygiene status assessment.

Oral hygiene status was assessed in 14 (60.9%) of the 23 studies for association with the prevalence of dental caries. The Simplified Oral Hygiene Index (OHI-S) was the predominant tool, used in 12 (85.7%) of the studies [4,15,48,49,51–53,60–62,64,65], and one study used the Plaque Index [63]. Most studies that used the OHI-S reported the distribution of participants across categories of good, fair, and poor oral hygiene. One study did not specify its tool for OHI measurement [52], while another presented mean OHI-S scores stratified by urban/rural setting, gender, and age [53].

Measures of oral hygiene practices.

Studies assessed various dimensions of oral hygiene behaviour:

  1. Frequency of Mouth Cleaning: Reported in 17 studies [15,18,47–50,52–54,56–58,60,62–65]. The reported frequencies ranged from ‘none’ [15,51], rarely [54], and ‘occasionally [18,47] to once daily, twice daily, and more than twice daily [15,18,47–50,52–54,56–58,60,62–65].

  2. Devices Used for Mouth Cleaning: Documented in 14 studies [15,18,47,48,50,53–55,57,59,61,63–65]. A wide array of devices was reported, including toothbrushes with toothpaste (most common), chewing sticks, cotton wool, dental floss, gauze, fingers, herbs, and traditional agents like glycerine or ground glass.

  3. Other Behavioural Variables: Several studies explored additional factors, including the individual responsible for cleaning (child or caregiver) [50], supervision of brushing [50,53], age at onset of oral cleaning [50], timing of cleaning (e.g., before/after meals) [54,61,64], and the frequency of changing cleaning devices [18,53,55].

Dental caries assessment

All 23 studies used the DMFT/dmft indices to assess caries prevalence and severity. Two studies additionally employed the PUFA/pufa index to measure the clinical consequences of untreated caries [4,55]. The assessed dentitions were: primary dentition (7 studies) [15,49–51,53,57,65], mixed dentition (8 studies) [4,18,48,52,56,58,60,62], and permanent dentition (9 studies) [7,47,54,55,59,61,63–65]. The reported caries prevalence ranged widely from 2.2% to 79.1%.

Association between oral hygiene status and dental caries

Of the 19 studies that assessed oral hygiene status, 14 (73.7%) investigated its association with caries [4,15,48,49,51–53,56,60–65]. A consistent finding was that poor oral hygiene status was significantly associated with a higher prevalence or severity of caries in eight of these studies [4,15,51,52,56,57,64,65]. For example, poor oral hygiene increased the odds of caries by factors ranging from 1.8 to 15.5 [4,57,64]. Conversely, good [60] and fair [51,52,60] oral hygiene were associated with a lower risk for caries in several studies. Fair oral hygiene was also associated with increased odds of caries [52,64]. Some studies reported a dose-response relationship, where the risk of caries increased with higher (worse) OHI-S scores [4,53]. Four studies found no significant association [48,51,63,65].

Association between oral hygiene practices and dental caries

The evidence for associations between specific oral hygiene behaviours and caries was less consistent Table 3:

Table 3. Summary of oral hygiene practices and associations with dental caries in included studies.

Study Author, Year Oral Hygiene Status (Tool) Frequency of Mouth Cleaning Types of Oral Hygiene Devices Used Caries Prevalence (Assessment Tool) Key Associations Reported
Sowole et al., 2007 [15] OHI-S (Good: 78.6%, Fair: 10.5%, Poor: 10.9%) None: 5%; Once: 71%; Twice: 22.7%; Thrice: 1.3% Toothbrush (51.4%), Cotton wool (31.4%), Foam (9.6%), Nothing (4.7%), Hand towel (2.9%) 10.6% (dmft) Higher OHI-S score increased the odds of caries (OR: 2.58, 95% CI:1.03–6.46).
Okoye et al., 2011 [47] Not assessed Occasionally: 7%; Once: 73.1%; Twice: 19.9% Toothbrush/paste (55.8%), Chewing stick (44.2%) 35.5% (DMFT) Chewing stick users (males) had more caries (P = 0.004). Fluoridated toothpaste users had less caries (P < 0.0001). The frequency of cleaning and types of mouth cleaning devices are not associated with caries prevalence.
Ajayi & Abidemi, 2014 [48] OHI-S (Good: 66%, Fair: 21.6%, Poor: 12.4%) Once: 50.2%; Twice: 44.7%; Other: 5.1% Toothbrush/paste (92.3%), Chewing stick/paste (5%) 10.6% (dmft/DMFT) No association for frequency, device, or oral hygiene status.
Folayan et al., 2015 [49] OHI-S (Good: 69.6%, Fair: 28.2%, Poor: 2.2%) <Twice: 81.1%;> Twice: 8.9% Not specified 6.6% (dmft) Fair oral hygiene had a lower caries risk (AOR: 0.05; 95% CI: 0.005–0.10)

Olatosi et al., 2015 [50] Not disclosed Once: 90.4%; Twice: 9.6% Toothbrush/paste (51.3%), Salt water/cloth (18.9%), Ground glass (16.2%), Glycerin (13.6%) 21.2% (dmft/dmfs) Glycerine use increased caries odds vs. fluoridated toothpaste (OR: 17.7; 95% CI: 3.0–103.7).
Olabisi et al., 2015 [7] OHI-S (Fair: 68.4%, Good: 12.5%, Poor: 19.1%) Not specified Not specified 35.1% (DMFT) Not reported.
Onyejaka and Amobi, 2016 [51] OHI-S (Fair: 86.2%, Good: 10.5%, Poor: 3.3%) None: 0.5%; Once: 81.6%; Twice: 16.6%; > Thrice: 1.4% Not specified 9.8% (dmft) Poor oral hygiene (p > 0.001) was associated with dental caries.
Akinyamoju et al., 2018 [18] OHI-S (Fair: 57.7%, Good: 34.8%, Poor: 7.5%) Occasionally: 7.1%; Once: 74.1%; > Twice: 18.8% Toothbrush/paste (65.8%), Both^ (24.8%), Chewing stick (6.2%), Other (3.2%) 2.2% (DMFT/dmft) No association for frequency or device.
Oyedele et al., 2018 [52] OHI-S (Poor: 44.7%, Fair: 38.1%, Good: 17.2%) Not specified Not specified 12.2% (DMFT/dmft) Fair (AOR: 1.73; 95% CI: 1.28–2.35) and poor (AOR: 2.13; 95% CI: 1.47–3.07). Poor oral hygiene increased caries odds.
Kolawole et al., 2019 [4] OHI-S (Fair: 56.2%, Good: 39.4%, Poor: 4.4%) Not specified Not specified 14.9% (dmft/DMFT, PUFA/pufa) Poor oral hygiene increased the odds of dental caries (OR: 1.83; 95% CI: 1.05–3.18).
Abiola et al., 2019 [53] OHI-S (Mean scores reported)

OHI-S urban:1.20

OHI-S rural: 1.40

OHI-S male: 1.36

OHI-S female: 1.21

OHI-S < 3years: 1.26

OHI-S > 3years: 1.38
Once: 68.3%; Twice: 28.5%; Varies: 3.2% Cotton wool/paste (45.5%), Toothbrush/paste (33.7%), Cotton wool (29.7%), Glycerine (5.4%) 10.9% (dmft) Each unit increase in OHI-S score increased caries odds by 64%.
Nwhator et al., 2019 [54] Not assessed 2-3x/day: 38.2%; > 3x/day: 38.6%; Once: 13.2%; Rarely: 9.3% Water/finger (36.1%), Chewing stick (27.1%), Toothbrush/paste (27.1%) 62.1% (DMFT) No association for frequency, timing, or device.
Disa et al., 2019 [55] Not assessed >Twice: 65.3%; < Twice: 34.7% Toothbrush/paste (81.5%), Chewing stick (15.3%) 47.6% (DMFT)) Cleaning ≥Twice daily (OR: 0.33; 95% CI: 0.11–0.97) and not after every meal (OR: 0.28; 95% CI: 0.10–0.78) were protective.
Oyapero et al., 2020 [56] Poor OH: 26.6% (Tool not specified) Not specified Not specified 79.1% (dmft/DMFT, PUFA/pufa) Positive correlation between poor oral hygiene status and caries severity (ρ = 0.307).
Arowolo, 2020 [57] OHI-S (Fair: 82.7%, Good: 7.7%, Poor: 9.6%) Twice: 49%; Once: 50.1%; Don’t: 1.1%; > Twice: 0.8% Toothbrush (97.5%), Chewing stick (1.4%) 6.9% (dmft) Poor oral hygiene status increased caries odds (AOR: 15.51; 95% CI: 2.80–85.81). Brushing once daily was protective vs. not brushing (AOR: 0.05; 95% CI: 0.02–0.12).
Olatosi et al., 2020 [58] Not assessed >Twice: 43.1%; Once: 47.3%; Not daily: 9.6% Not specified 16.0% (dmft/DMFT) No association for frequency.
Folayan et al., 2021 [59] OHI-S (Good: 44.6%, Fair/Poor: 55.4%) >Twice: 59.7%; < Once: 40.3% Daily floss use: 11.6% 3.7% (DMFT) Brushing frequency and floss use are not associated with caries.
Onyejaka et al., 2021 [60] OHI-S (Fair: 85.2%, Good: 12.6%, Poor: 2.6%) Not specified Not specified 22.7% (dmft/DMFT) Good (OR: 0.18; 95% CI: 0.036–1.003) and air (OR: 0.58; 95% CI: 0.345–0.993) oral hygiene had lower odds of dental caries than poor oral hygiene.
Idowu et al., 2021 [61] OHI-S (Categories reported) Once: 68.1%; Twice: 31.9% Floss use: 10.4% 43.8% (DMFT) No association between oral hygiene status and caries.
Oyedele et al., 2021 [62] OHI-S (Fair: 41.4%, Good: 34.9%, Poor: 23.7%) Not specified Not specified 17.8% (dmft/DMFT) Poor oral hygiene status (OR: 1.79; 95% CI: 1.21–2.65) is significantly associated with caries in suburban areas.
Folayan et al., 2021 [63] Plaque Index Once: 91.3%; ≥ Twice: 8.7% Daily floss use: 16.1% 3.4% (DMFT) No association for brushing frequency, floss use, or oral hygiene status.
Oyedele et al., 2022 [64] OHI-S (Fair: 58.9%, Good: 30.4%, Poor: 10.7%) Once: 57.6%; Twice: 41.7%; Thrice: 0.5% Never floss: 48.6%; Rarely floss: 36.9% 10.6% (DMFT) Poor (OR: 2.5; 95% CI: 1.3–4.8) and fair (OR: 1.8; 95% CI: 1.1–3.0) oral hygiene associated with caries.
Afolabi, 2023 [65] OHI-S (Fair: 61.4%, Good: 36.4%, Poor: 2.3%) Once: 94.7%; Twice: 4.9%; > Twice: 0.4% Toothbrush/paste: 100% Primary: 13.5%; Permanent: 5% (dmft/DMFT) No association for oral hygiene status or frequency in either dentition.

Note: “Both” refers to the use of both toothbrush/paste and a chewing stick.Abbreviations: OH: Oral Hygiene; OHI-S: Simplified Oral Hygiene Index; dmft: decayed, missing, filled teeth (primary); DMFT: decayed, missing, filled teeth (permanent); PUFA/pufa: pulpal involvement, ulceration, fistula, abscess index; OR: Odds Ratio; AOR: Adjusted Odds Ratio.

  • Frequency of Cleaning: Most studies (8/10) found no significant association between brushing frequency (e.g., once vs. twice daily) and caries prevalence [18,47,48,54,58,59,63,65]. Two studies reported protective effects for brushing at least twice daily [55,57].

  • Cleaning Devices: The use of a toothbrush with fluoride toothpaste was generally associated with lower caries experience compared to traditional methods like using glycerine, which was linked to significantly higher odds of caries (OR: 17.7; 95% CI: 3.0–103.7) [50]. One study found that chewing stick users had more caries than toothbrush users among males [47]. However, most studies found no significant association for the use of toothbrushes, chewing sticks, floss, or other specific devices when analyzed independently [18,48,54,63].

  • Other behavioural Variables: Factors such as the brushing supervision, age of onset of cleaning, timing of cleaning [54], and frequency of changing devices [18] were not associated with caries prevalence. One study found that not cleaning after every meal was protective [55].

Risk of bias assessment of included studies

All but one of the included studies [55] were determined to be of low risk of bias, scoring 7–9 on the quality scale [4,7,15,18,47–54,56–65] (See S4 Table).

Association between oral hygiene status and dental caries

Pooled data from 10 studies initially suggested poor oral hygiene was associated with 100% higher caries odds (OR 2.00, 95% CI: 1.26–3.96; p = 0.003) as shown in Fig 2. After removing a study that was an influential outlier [51] (Fig 3), the analysis showed a significant 76% increase in caries prevalence associated with poor oral hygiene (95% CI 1.41–2.18; p = 0.003), with no heterogeneity (I² = 0.00%).

Fig 2. Forest plot showing the meta-analysis of oral hygiene status and caries prevalence.

Fig 2

Fig 3. Influential plot showing Onyejaka et al. [60] was an influential study.

Fig 3

Sensitivity analysis report

The influential plot (Fig 3) presents the impact of each study on the pooled effect estimate, with Onyejaka et al. [51] identified as an influential outlier. In the plot, this study lies outside the confidence interval of the pooled estimate, indicating that its exclusion would substantially alter the overall effect size. Onyejaka et al. [51] exceeded the thresholds for both the Cook’s distance (0.44) and DFBETAS (0.63). After omitting Onyejaka et al. [51], the direction and significance of the effect remained consistent. The meta‑analysis result is thus moderately robust and the overall conclusion (poor oral hygiene increases caries risk) remains unchanged.

Subgroup analyses

Subgroup analysis using the type of dentition showed that the type of dentition was not a significant moderator in the association of caries prevalence with oral hygiene status (chi2 = 18.06, p = 0.26). Good oral hygiene status was associated with a 250% (95% CI: 0.67–18.2) reduction in the odds for dental caries in the primary dentition, a 58% (95 CI: 1.35–1.84) reduction in the odds of dental caries in the mixed dentition, and a 98% (95 CI: 0.02–192.5) reduction in the odds of dental caries in the permanent dentition (Fig 4).

Fig 4. Forest plot showing subgroup analysis by type of dentition for pooled prevalence and oral hygiene status.

Fig 4

Subgroup analysis with study design also shows a non-significant moderating effect of study design (p = 0.31). Due to limited study in Southeastern (n = 2) and Northern (n = 1) regions, subgroup analyses across geopolitical zones could not be conducted.

Univariate meta-regression

Univariate meta-regression using the year of publication showed that the year of publication was significant in the association between oral hygiene status and caries prevalence (p = 0.02), Fig 5. R2 showed that the year of publication accounts for 75% of all the variance in study heterogeneity.

Fig 5. Bubble plot showing the year of publication and caries prevalence.

Fig 5

Meta-regression also showed that the individual study sample size (p = 0.31) and the mean age of participants (p = 0.86) had no significant moderating effect on oral hygiene status and caries prevalence in included studies

Publication bias

A lack of statistical power from the small number of included studies limits the ability to assess publication bias for oral hygiene status and caries prevalence [45].

Association between frequency of tooth brushing and dental caries

Analysis of 16 studies showed that brushing teeth at least twice daily was associated with a 99% reduction in the odds of dental caries compared to brushing once daily (OR 0.01, 95% CI < 0.00–0.01; p < 0.001). Results were consistent across studies (I2 = 0%) Fig 6.

Fig 6. Meta-analysis showing the association of tooth brushing frequency and dental caries.

Fig 6

Subgroup analysis

Subgroup analysis shows no significant differences in the pooled odds ratio for tooth cleaning frequency and caries prevalence across geopolitical zones (p = 0.11), type of dentition (p = 0.24), and study design (p = 0.83).

Publication bias

Funnel plot, as shown in Fig 7, showed no funnel plot asymmetry to indicate publication bias; objectively, Egger’s test also corroborated the absence of publication bias in studies reporting dental caries prevalence and frequency of tooth brushing.

Fig 7. Funnel plot showing plot symmetry and lack of publication bias in the studies showing the association of tooth brushing frequency and dental caries.

Fig 7

Association between tooth cleaning methods and dental caries

Analysis of eight studies found no significant association between the type of tooth cleaning device and caries prevalence (OR 1.02, 95% CI 0.52–2.00; p = 0.95) as shown in Fig 8. Heterogeneity was high (I² = 79.5%). Sensitivity analysis indicated one influential study; its removal yielded a non-significant 19% reduction in caries odds (OR 0.81, 95% CI 0.42–1.54).

Fig 8. Meta-analysis showing the association of tooth brushing methods and dental caries.

Fig 8

Subgroup analyses

Toothbrushing was significantly associated with reduced caries prevalence in primary (42% reduction) and permanent (36% reduction) dentition, but with a 92% higher caries prevalence in mixed dentition (p = 0.0015). The geopolitical zones (p = 0.58) and study design (p = 0.13) exerted no significant moderating effect on the association between pooled prevalence of dental caries and tooth cleaning methods Table 4.

Table 4. Subgroup analysis for dentition for Toothbrushing and Dental Caries: Results for subgroups (random effects model).

Dentition OR 95%-CI tau^2 tau Q I^2
Primary 0.58 [0.34; 0.99] 0.02 0.15 3.39 11.6%
Mixed 1.92 [0.05; 75.12] 0 0 0.58 0.0%
Permanent 0.64 [0.26; 1.60] -- -- -- --
Overall 0.81 [0.42; 1.54] 0.28 0.53 53.1%

Univariate meta-regression using sample size (p = 0.043) of individual studies showed that study sample sizes were a significant moderating factor in the association between tooth cleaning methods and caries prevalence (Fig 9). R2 showed that sample sizes accounted for 79.8% of the study heterogeneity in the included studies.

Fig 9. Bubble plot showing the association of tooth brushing methods and sample sizes of studies.

Fig 9

The year of publication (p = 0.30) and mean age of participants (p = 0.88) had no significant moderating effect on caries prevalence and tooth cleaning methods.

Discussion

This systematic review and meta-analysis present the first nationally estimated data on the associations between dental caries and oral hygiene practices. The study indicated that oral hygiene status was most commonly measured using the OHI-S, while the prevalence of caries was mainly assessed using the DMFT/dmft indices. However, the metrics for measuring oral hygiene practices were diverse, and indicators lacked uniformity across the included studies. The dental caries experience was higher when oral hygiene was poor, but this relationship was most significant in the primary dentition, and less so in the permanent or mixed dentition. In addition, toothbrushing twice daily or more was associated with a reduction in the odds of having dental caries compared to brushing once daily or less. However, there was no difference in the frequency of dental caries experience among individuals using toothbrushes and toothpaste compared to those using other tooth-cleaning devices.

A strength of the study is the methodological rigor and the transparency of the meta-analytic process, enhancing reproducibility. However, the review has several limitations that should inform the interpretation of findings and guide future research. The cross-sectional design of all included studies precludes causal inference. Unmeasured confounders such as dietary sugar intake, socioeconomic status, fluoride exposure, and access to dental care may influence the observed associations. In addition, there was a significant geographic imbalance, with most studies conducted in Southern Nigeria, particularly the Southwest. This limits the generalizability of findings to Northern Nigeria, where cultural, dietary, and socio-economic contexts may differ substantially. Future studies must prioritize this region to enable nationally representative conclusions. Despite these limitations, the study provides important information.

The first insightful finding from this systematic review and meta-analysis is the inverse relationship between oral hygiene status and the prevalence of dental caries. The relationship is explained by the Ecological Plaque Hypothesis that focuses on biofilm disruption and goes beyond simple sugar removal [66]. The goal of oral hygiene practices is to prevent a detrimental ecological shift in the oral microbiome. In a healthy state, the oral biofilm exists in homeostasis. Beneficial, non‑aciduric bacteria predominate. Salivary flow and buffering capacity help maintain a neutral pH [67]. Frequent consumption of fermentable carbohydrates disrupts this balance. Cariogenic bacteria, notably Streptococcus mutans, metabolise sugars to organic acids. This acidifies the environment. It then selects for acidogenic and aciduric species. As pH falls, health‑associated bacteria are inhibited. A self‑perpetuating cycle of acid production and enamel demineralisation begins. This increases the risk for dental caries [68].

Effective oral hygiene restores balance. It physically disrupts the biofilm through toothbrushing and interdental cleaning. This prevents the maturation of a pathogenic ecosystem. It also removes the nutrient source for cariogenic bacteria, thereby suppressing their overgrowth and acid production [69]. Regular disruption further facilitates remineralization: removing the acidic barrier allows saliva to buffer pH, and allows fluoride ions to penetrate enamel, thereby promoting the repair of early carious lesions [70]. The goal is to manage, not eliminate, the biofilm. This steers the microbiome toward a stable, health‑associated composition and keeps cariogenic populations low [67].

The impact of oral hygiene on dental caries experience seems to be highest in the primary dentition. Primary teeth are structurally more vulnerable to rapid dental caries progression than permanent teeth due to key anatomical differences. The broad contact points between molars trap food and plaque, allowing for early caries formation. Their enamel and dentine are thinner and less mineralized, enabling faster penetration by caries [71]. While most studies focus on Streptococcus mutans and caries aetiology, the broader plaque microbiome and its ecological shifts (dysbiosis) in response to hygiene and diet in early childhood are an evolving area of study [72]. Further exploration of this association must move beyond reaffirming the link and focus on developing and implementing culturally sensitive, equitable, and evidence-based strategies that disrupt this association at the individual, family, and community levels.

The second insight from this systematic review and meta-analysis is the affirmation that twice-daily brushing is protective from dental caries in the study population. Brushing teeth twice daily enhances plaque control by consistently disrupting the oral biofilm [73,74]. This aligns with the conclusions made in the literature on the importance of regular brushing as a preventive measure against dental caries [73,75]. The observed effect size is, however, small. This extreme point estimate should be interpreted with caution. A conservative interpretation is that twice‑daily brushing is strongly protective, but the precise magnitude of the effect is likely overestimated due to the analytic method and the low baseline caries prevalence in the higher‑frequency brushing group. Future studies with larger sample sizes and standardised exposure categories are needed to obtain a more stable and plausible effect estimate.

The efficacy of twice-daily tooth brushing can be enhanced by considering the optimal timing of brushing, either before or after meals [76,77]. In addition, using dental floss for interdental plaque removal and bacteriostatic mouthwashes can augment the effectiveness of toothbrushing [78–80]. However, none of the included studies reinforced the value of using adjuncts in reducing the dental caries experience, thereby creating a knowledge gap. This gap can be bridged through future studies.

Also, although prior studies had indicated that the complementary use of fluoride-containing toothpaste with toothbrushing can further enhance the efficacy of twice-daily tooth brushing in caries control [81,82], and studies conducted in the country had reinforced this [47,83], the current study did not find such an association. This result should be interpreted cautiously and not as a contradiction of established evidence. Rather, the finding may reflect contextual specificities or methodological limitations. The widespread use of fluoridated toothpaste in Nigeria, with over 90% of the population using it daily [72], likely created a ceiling effect in the primary studies, preventing the detection of a differential effect between comparison groups. The current study finding suggests that in a high-fluoride-toothpaste-use setting, the additional benefit of fluoride toothpaste may be obscured, and that other co-factors, such as dietary habits, may become more salient modifiers of dental caries risk [84].

Beyond oral hygiene practices, other risk factors must be considered, particularly differential exposure to dietary sugars across socioeconomic groups. In Nigeria, a low-middle-income country, a distinct socio-economic gradient influences oral health risk profiles: urban and higher-income populations are experiencing a nutrition transition, characterized by increased consumption of processed foods and sugary snacks and beverages [27] as seen in other transiting economies [85–89]. While these groups typically have better access to toothbrushes, toothpastes and dental service utilisation (leading to better OHI-S scores), their high-frequency exposure to fermentable carbohydrates creates a persistent cariogenic challenge [84,90,91]. Here, even fair oral hygiene may be insufficient to counteract a high-sugar diet, leading to dental caries despite relatively better plaque scores. On the other hand, rural and low-income populations may have more traditional, less processed diets with lower between-meal sugar intake [92]. However, they face barriers to accessing modern oral hygiene tools and preventive dental care [93]. These populations, therefore, have a higher risk for poor oral hygiene due to plaque accumulation from less frequent or less effective cleaning methods. Yet, the lower dietary sugar exposure may result in a less cariogenic oral environment, potentially leading to lower odds of dental caries. This aligns with the substrate limitation principle in cariology.

The current study did not explore the interaction between socioeconomic status, oral hygiene practices, and sugar consumption in relation to dental caries risk, leaving unclear the relative contribution of poor oral hygiene versus high sugar exposure to caries prevalence across Nigerian populations. Future research should therefore adopt a multi‑factorial design that simultaneously quantifies oral hygiene status, dietary sugar intake (both total and between‑meal frequency), and socioeconomic indicators within the same population. Longitudinal cohort studies are also needed to establish temporal relationships and to determine whether improving oral hygiene alone suffices for high‑sugar consumers or whether dietary interventions are essential. Moreover, future studies should validate simple, culturally appropriate dietary assessment tools for Nigerian settings and examine regional variations across the six geopolitical zones, given differences in urbanisation, food environments, and access to dental care.

Third, a culturally significant finding of this meta-analysis is that toothbrushing with toothpaste was not superior to other devices in reducing the risk for caries. A popular tooth cleaning tool in Nigeria is the chewing stick, drawn from plants such as Salvadora persica and Neem [94]. It holds deep cultural and religious significance and is traditionally believed to possess cleansing and medicinal properties [95]. The affordability and widespread availability of chewing sticks make them a sustainable alternative to toothbrushes in a resource-limited context. This study finding suggests that effective oral hygiene does not require expensive tools but rather relies on consistency. This raises a future study research question: Does a well-used chewing stick clean more effectively than a poorly used toothbrush? The finding may challenge the longstanding assumption that modern tools are inherently superior and shift the discussion toward a more evidence-based and culturally competent understanding of oral hygiene practices.

For clinicians, this finding may necessitate a shift in counselling that focuses on the appropriate use of toothbrushes. Rather than dismissing alternative oral hygiene practices in favour of the use of toothbrushes, oral health professionals should engage patients with respect, asking what they use, how often, and demonstrate effective techniques for its use. The counselling message should emphasize that the goal is efficient plaque removal, achievable with both toothbrushes and other tooth cleaning tools, while reinforcing the importance of brushing twice daily. For patients reliant on other tooth cleaning tools like chewing sticks, clinicians can encourage proper preparation and use, while complementing them with fluoride exposure through alternatives such as fluoridated mouthwash, where feasible [96]. At the community and public health level, the study evidence supports the need for campaigns that empower rather than prescribe. Messages can build on existing practices rather than attempting to replace them. This culturally sensitive approach acknowledges traditional methods while amplifying the most important public health message about frequency and thoroughness rather than the tool itself, which resonates with cultural realities and socioeconomic conditions. Further studies on using culturally appropriate oral hygiene practices are warranted to enhance our understanding of effective strategies for caries prevention in diverse populations.

Finally, the diversity observed in the array of measures employed to assess oral hygiene practices in the studies included in this systematic review may have contributed to the reported heterogeneity. It is, however, essential to study these assessment tools and adopt context-specific relevant tools for dental caries risk assessment. Adopted tools for use in Nigeria should enable laypersons and healthcare practitioners to screen individuals at risk for dental caries.

On the other hand, we observed that the studies included in this systematic review and meta-analysis assessed dental caries using the DMFT/dmft indices [97], a reliable and user-friendly tool for capturing dental caries experiences, with some limitations to its use [98,99], one of which is its inability to detect enamel caries (caries in their reversible form) [100,101]. Thus, the prevalence of caries would likely be underestimated in the studies included in this meta-analysis. Future research conducted in Nigeria should consider transitioning to tools capable of identifying enamel caries, such as ICDAS, Cardiogram, and CAMBRIA, among others [102].

In conclusion, this study offers a nuanced understanding of oral hygiene practices and their association with the prevalence of dental caries in Nigeria. It affirms that poor oral hygiene status is linked with an increased risk for dental caries, and more so in the primary dentition. It also highlights that twice-daily brushing is protective from dental caries in the study population. This implies that within the Nigerian context, the efficacy of oral hygiene may depend more on the frequency and consistency of the practice than on a specific cleaning device. Future research is needed to demonstrate how to promote behavioral consistency, while being respectful of cultural practices to reduce the burden of dental caries in Nigeria.

Supporting information

S1 File. PRISMA 2020 checklist.

(DOCX)

pone.0342631.s001.docx (31.4KB, docx)
S2 File. Search strategy.

(DOCX)

pone.0342631.s002.docx (14.9KB, docx)
S3 Table. Table of excluded studies.

(XLSX)

pone.0342631.s003.xlsx (17.8KB, xlsx)
S4 Table. Assessment of risk of bias.

(DOCX)

pone.0342631.s004.docx (21.2KB, docx)

Data Availability

All datasets generated and analyzed, including the study protocol, search strategy, list of included and excluded studies, data extracted, analysis plans, and quality assessment, are available in the article and in the supporting files.

Funding Statement

Grant Number: 5NM-ADJGT-22-0082 of $130.00 from the Nigerian Institute for Medical Research. The funders played no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1.Akpata ES. Oral health in Nigeria. Int Dent J. 2004;54(6 Suppl 1):361–6. doi: 10.1111/j.1875-595x.2004.tb00012.x [DOI] [PubMed] [Google Scholar]
  • 2.Nyvad B. The role of oral hygiene. In: Fejerskov O, Nyvad B, Kidd E, editors. Dental Caries: The Disease and Its Clinical Management. 3rd ed. Wiley Blackwell; 2015. 171–6. [Google Scholar]
  • 3.Sampson V. Oral hygiene risk factor. Br Dent J. 2020;228(8):569. doi: 10.1038/s41415-020-1545-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Kolawole KA, Folayan MO. Association between malocclusion, caries and oral hygiene in children 6 to 12 years old resident in suburban Nigeria. BMC Oral Health. 2019;19(1):262. doi: 10.1186/s12903-019-0959-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Stein C, Santos NML, Hilgert JB, Hugo FN. Effectiveness of oral health education on oral hygiene and dental caries in schoolchildren: systematic review and meta-analysis. Community Dent Oral Epidemiol. 2018;46(1):30–7. doi: 10.1111/cdoe.12325 [DOI] [PubMed] [Google Scholar]
  • 6.Hujoel PP, Hujoel MLA, Kotsakis GA. Personal oral hygiene and dental caries: a systematic review of randomised controlled trials. Gerodontology. 2018;35(4):282–9. doi: 10.1111/ger.12331 [DOI] [PubMed] [Google Scholar]
  • 7.Olabisi AA, Udo UA, Ehimen UG, Bashiru BO, Gbenga OO, Adeniyi AO. Prevalence of dental caries and oral hygiene status of a screened population in Port Harcourt, Rivers State, Nigeria. J Int Soc Prev Community Dent. 2015;5(1):59–63. doi: 10.4103/2231-0762.151979 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Quadri MFA, Shubayr MA, Hattan AH, Wafi SA, Jafer AH. Oral hygiene practices among saudi arabian children and its relation to their dental caries status. Int J Dent. 2018;2018:3234970. doi: 10.1155/2018/3234970 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Adeniyi AA, Sofola OO, Kalliecharan RV. An appraisal of the oral health care system in Nigeria. Int Dent J. 2012;62(6):292–300. doi: 10.1111/j.1875-595X.2012.00122.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Folayan MO, Khami MR, Folaranmi N, Popoola BO, Sofola OO, Ligali TO, et al. Determinants of preventive oral health behaviour among senior dental students in Nigeria. BMC Oral Health. 2013;13:28. doi: 10.1186/1472-6831-13-28 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Uguru N, Onwujekwe O, Ogu UU, Uguru C. Access to oral health care: a focus on dental caries treatment provision in Enugu Nigeria. BMC Oral Health. 2020;20(1):145. doi: 10.1186/s12903-020-01135-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.World Health Organization. Oral health – fact sheets. 2019. Accessed 2025 August 25. https://www.who.int/news-room/fact-sheets/detail/oral-health
  • 13.Feldens CA, Kramer PF, Vargas-Ferreira F. The role of diet and oral hygiene in dental caries. Pediatric restorative dentistry. Springer International Publishing; 2018. 31–55. doi: 10.1007/978-3-319-93426-6_4 [DOI] [Google Scholar]
  • 14.Folayan MO, Chukwumah NM, Onyejaka N, Adeniyi AA, Olatosi OO. Appraisal of the national response to the caries epidemic in children in Nigeria. BMC Oral Health. 2014;14:76. doi: 10.1186/1472-6831-14-76 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Sowole A, Sote E, Folayan M. Dental caries pattern and predisposing oral hygiene related factors in Nigerian preschool children. Eur Arch Paediatr Dent. 2007;8(4):206–10. doi: 10.1007/BF03262598 [DOI] [PubMed] [Google Scholar]
  • 16.Okoye L, Ekwueme O. Prevalence of dental caries in a nigerian rural community: a preliminary local survey. Ann Med Health Sci Res. 2011;1(2):187–95. [PMC free article] [PubMed] [Google Scholar]
  • 17.Sofola OO. Implications of low oral health awareness in Nigeria. Niger Med J. 2010;51(3):131–3. [Google Scholar]
  • 18.Akinyamoju CA, Dairo DM, Adeoye IA, Akinyamoju AO. Dental caries and oral hygiene status: Survey of schoolchildren in rural communities, Southwest Nigeria. Niger Postgrad Med J. 2018;25(4):239–45. doi: 10.4103/npmj.npmj_138_18 [DOI] [PubMed] [Google Scholar]
  • 19.Okeigbemen SA. The prevalence of dental caries among 12 to 15-year-old school children in Nigeria: report of a local survey and campaign. Oral Health Prev Dent. 2004;2(1):27–31. [PubMed] [Google Scholar]
  • 20.Wen PYF, Chen MX, Zhong YJ, Dong QQ, Wong HM. Global burden and inequality of dental caries, 1990 to 2019. J Dent Res. 2022;101(4):392–9. doi: 10.1177/00220345211056247 [DOI] [PubMed] [Google Scholar]
  • 21.Adegbembo AO, el-Nadeef MA, Adeyinka A. National survey of dental caries status and treatment needs in Nigeria. Int Dent J. 1995;45(1):35–44. [PubMed] [Google Scholar]
  • 22.Olusile AO, Adeniyi AA, Orebanjo O. Self-rated oral health status, oral health service utilization, and oral hygiene practices among adult Nigerians. BMC Oral Health. 2014;14:140. doi: 10.1186/1472-6831-14-140 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Ofoche CO. Socio‑economic problems in Nigeria: causes and remedy. USAWC Strategy Research Project, Nigerian Army; 2012. https://apps.dtic.mil/sti/pdfs/ADA561627.pdf [Google Scholar]
  • 24.Iweijingi FS. Demographic change and economic growth in Nigeria: geographical and health perspectives. Int J Health Sci. 2022;6(2):965–71. doi: 10.53730/ijhs.v6n2.9081 [DOI] [Google Scholar]
  • 25.Egunjobi L, Onakomaiya SO, Oyesiko OO. Planning of the Nigerian cities for better quality of life. Environment, Physical Planning and Development in Nigeria. 2002. p. 89–107. [Google Scholar]
  • 26.Olarenwaju DO. Town playing. A veritable means for poverty reduction. In: Inaugural Lectures, 2004.
  • 27.Petrikova I, Bhattacharjee R, Fraser PD. The “Nigerian Diet” and its evolution: review of the existing literature and household survey data. Foods. 2023;12(3):443. doi: 10.3390/foods12030443 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Foláyan MO, Bernard OT, Titus OS, Alade O, Aliyu TK, Bhayat A, et al. Cultural practices, oral health service utilisation and oral health policy and guidelines development in Africa: insights from the yorùbá ethnic group. Front Oral Health. 2025;6:1539827. doi: 10.3389/froh.2025.1539827 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Lawanson and Olaniyan. Health expenditure and health status in Northern and Southern Nigeria: a comparative analysis using national health account framework-AJHE2(1). 2013:31–42 doi: 10.35202/AJHE.2013.2103 [DOI] [Google Scholar]
  • 30.Dansabo MT, Dabai UI. The impact of poverty on northern nigeria’s development: a comprehensive analysis. Int J Res Innov Soc Sci. 2024;VIII(VIII):838–49. doi: 10.47772/ijriss.2024.808065 [DOI] [Google Scholar]
  • 31.World Dental Federation. No health without oral health: How the dental community can leverage the NCD agenda to deliver on the 2030 sustainable development goals. 2017. https://www.fdiworlddental.org/sites/default/files/2020-11/fdi-wdc2017_ncd_session_proceedings.pdf
  • 32.Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Int J Surg. 2021;88:105906. doi: 10.1016/j.ijsu.2021.105906 [DOI] [PubMed] [Google Scholar]
  • 33.Brown D. A Review of the PubMed PICO tool: using evidence-based practice in health education. Health Promot Pract. 2020;21(4):496–8. doi: 10.1177/1524839919893361 [DOI] [PubMed] [Google Scholar]
  • 34.Munn Z, Aromataris E, Tufanaru C, Stern C, Porritt K, Farrow J, et al. The development of software to support multiple systematic review types: the Joanna Briggs Institute System for the Unified Management, Assessment and Review of Information (JBI SUMARI). Int J Evid Based Healthc. 2019;17(1):36–43. doi: 10.1097/XEB.0000000000000152 [DOI] [PubMed] [Google Scholar]
  • 35.Chandler J, Cumpston M, Li T, Page MJ, Welch V. Cochrane handbook for systematic reviews of interventions. 2nd ed. Wiley; 2019. doi: 10.1002/14651858 [DOI] [Google Scholar]
  • 36.Atkins D, Eccles M, Flottorp S, Guyatt GH, Henry D, Hill S, et al. Systems for grading the quality of evidence and the strength of recommendations I: critical appraisal of existing approaches The GRADE Working Group. BMC Health Serv Res. 2004;4(1):38. doi: 10.1186/1472-6963-4-38 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Higgins JPT, Thompson SG. Quantifying heterogeneity in a meta-analysis. Stat Med. 2002;21(11):1539–58. doi: 10.1002/sim.1186 [DOI] [PubMed] [Google Scholar]
  • 38.Cook RD. Detection of influential observation in linear regression. Technometrics. 1977;19(1):15–8. doi: 10.1080/00401706.1977.10489493 [DOI] [Google Scholar]
  • 39.Belsley DA, Kuh E, Welsch RE. Regression diagnostics; identifying influence data and source of collinearity. New York: Wiley; 1980. doi: 10.1002/0471725153 [DOI] [Google Scholar]
  • 40.Barker TH, Hasanoff S, Aromataris E, Stone JC, Leonardi-Bee J, Sears K, et al. The revised JBI critical appraisal tool for the assessment of risk of bias for analytical cross-sectional studies. JBI Evid Synth. 2026;24(3):401–8. doi: 10.11124/JBIES-24-00523 [DOI] [PubMed] [Google Scholar]
  • 41.Huedo-Medina TB, Sánchez-Meca J, Marín-Martínez F, Botella J. Assessing heterogeneity in meta-analysis: Q statistic or I2 index?. Psychol Methods. 2006;11(2):193–206. doi: 10.1037/1082-989X.11.2.193 [DOI] [PubMed] [Google Scholar]
  • 42.Chandler J, Cumpston M, Li T, Page MJ, Welch V. Cochrane Handbook for Systematic Reviews of Interventions. 2nd ed. Wiley. 2019. doi: 10.1002/14651858 [DOI] [Google Scholar]
  • 43.Higgins JP, Altman DG. Assessing risk of bias in included studies. Cochrane handbook for systematic reviews of interventions. Wiley; 2008. 187–241. doi: 10.1002/9780470712184.ch8 [DOI] [Google Scholar]
  • 44.Higgins JPT, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ. 2003;327(7414):557–60. doi: 10.1136/bmj.327.7414.557 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Hoy D, Brooks P, Woolf A, Blyth F, March L, Bain C, et al. Assessing risk of bias in prevalence studies: modification of an existing tool and evidence of interrater agreement. J Clin Epidemiol. 2012;65(9):934–9. doi: 10.1016/j.jclinepi.2011.11.014 [DOI] [PubMed] [Google Scholar]
  • 46.Atkins D, Eccles M, Flottorp S, Guyatt GH, Henry D, Hill S, et al. Systems for grading the quality of evidence and the strength of recommendations I: critical appraisal of existing approaches The GRADE Working Group. BMC Health Serv Res. 2004;4(1):38. doi: 10.1186/1472-6963-4-38 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Okoye L, Ekwueme O. Prevalence of dental caries in a nigerian rural community: a preliminary local survey. Ann Med Health Sci Res. 2011;1(2):187–95. [PMC free article] [PubMed] [Google Scholar]
  • 48.Ajayi DM, Abiodun-Solanke IF. Sociobehavioural risk factors of dental caries among selected adolescents in Ibadan, Nigeria. Pediatric Dental Journal. 2014;24(1):33–8. doi: 10.1016/j.pdj.2014.01.001 [DOI] [Google Scholar]
  • 49.Folayan MO, Kolawole KA, Oziegbe EO, Oyedele T, Oshomoji OV, Chukwumah NM, et al. Prevalence, and early childhood caries risk indicators in preschool children in suburban Nigeria. BMC Oral Health. 2015;15:72. doi: 10.1186/s12903-015-0058-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Olatosi OO, Inem V, Sofola OO, Prakash P, Sote EO. The prevalence of early childhood caries and its associated risk factors among preschool children referred to a tertiary care institution. Niger J Clin Pract. 2015;18(4):493–501. doi: 10.4103/1119-3077.156887 [DOI] [PubMed] [Google Scholar]
  • 51.Onyejaka NK, Amobi EO. Risk factors of early childhood caries among children in Enugu, Nigeria. Braz Res Pediatr Dent Integr Clin. 2016;16(1):381–91. doi: 10.4034/PBOCI.2016.161.40 [DOI] [Google Scholar]
  • 52.Oyedele TA, Fadeju AD, Adeyemo YI, Nzomiwu CL, Ladeji AM. Impact of oral hygiene and socio-demographic factors on dental caries in a suburban population in Nigeria. Eur Arch Paediatr Dent. 2018;19(3):155–61. doi: 10.1007/s40368-018-0342-z [DOI] [PubMed] [Google Scholar]
  • 53.Abiola AA, Eyitope OO, Sonny OJ, Oyinkan OS. Dental caries occurrence and associated oral hygiene practices among rural and urban Nigerian preschool children. J Dent Oral Hyg. 2009;1(5):64–70. [Google Scholar]
  • 54.Nwhator SO, Idowu EA, Afolabi AO. Oral hygiene status, practices, and awareness of medium security prison inmates in northeastern Nigeria. EC Dental Science. 2019;18(3):491–501. [Google Scholar]
  • 55.Disa HA, Balami AB, Mala AK, Fusami MA, Gimba UM. Predictors of dental caries among adults and adolescents in a dental clinic in north-eastern nigeria. Int J Public Health Clin Sci. 2019;6(5). doi: 10.32827/ijphcs.6.5.123 [DOI] [Google Scholar]
  • 56.Oyapero A, Adenaike A, Edomwonyi A, Adeniyi A, Olatosi O. Association between dental caries, odontogenic infections, oral hygiene status and anthropometric measurements of children in Lagos, Nigeria. Braz J Oral Sci. 2021;19:e201431. doi: 10.20396/bjos.v19i0.8661431 [DOI] [Google Scholar]
  • 57.Arowolo OTE. Determination of the association between nutritional status and dental caries in 6-16-year-old school children in Ile – Ife. 2020.
  • 58.Olatosi OO, Oyapero A, Onyejaka NK. Disparities in caries experience and socio-behavioural risk indicators among private school children in Lagos, Nigeria. Pesqui Bras Odontopediatria Clín Integr. 2020;20. doi: 10.1590/pboci.2020.102 [DOI] [Google Scholar]
  • 59.Folayan MO, El Tantawi M, Aly NM, Adeniyi AA, Oziegbe E, Arowolo O, et al. Associations between a history of sexual abuse and dental anxiety, caries experience and oral hygiene status among adolescents in sub-urban South West Nigeria. BMC Oral Health. 2021;21(1):196. doi: 10.1186/s12903-021-01562-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Onyejaka NK, Olatosi OO, Ndukwe NA, Amobi EO, Okoye LO, Nwamba NP. Prevalence and Associated Factors of Dental Caries among Primary School Children in South-East Nigeria. Niger J Clin Pract. 2021;24(9):1300–6. doi: 10.4103/njcp.njcp_633_20 [DOI] [PubMed] [Google Scholar]
  • 61.Idowu AE, Fakuade BO, Taiwo OO, Majekodunmi JO, Alufohai OO, Sandabe FK. Dental caries prevalence, restorative needs, and oral hygiene status in the adult population: a cross-sectional study among nurses in Jos University Teaching Hospital, Jos, Nigeria. Niger J Basic Clin Sci. 2021;18(1):35–41. doi: 10.4103/njbcs.njbcs_32_20 [DOI] [Google Scholar]
  • 62.Oyedele TA, Fadeju AD, Adeyemo YI, Nzomiwu CL, Ladeji AM. Impact of oral hygiene and socio-demographic factors on dental caries in a suburban population in Nigeria. Eur Arch Paediatr Dent. 2018;19(3):155–61. doi: 10.1007/s40368-018-0342-z [DOI] [PubMed] [Google Scholar]
  • 63.Folayan MO, El Tantawi M, Chukwumah NM, Alade M, Oginni O, Mapayi B, et al. Individual and familial factors associated with caries and gingivitis among adolescents resident in a semi-urban community in South-Western Nigeria. BMC Oral Health. 2021;21(1):166. doi: 10.1186/s12903-021-01527-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Oyedele TA, Jegede AT, Adeyemo YI, Ladeji AM, Adetayo AM, Oladapo O. Associations between dental caries, oral hygiene status, and oral health practices of first-year undergraduates in a private university in Nigeria. J Paediatr Dent Res Pract. 2022;3(1–2):22–33. [Google Scholar]
  • 65.Afolabi JO. Comparative assessment of the oral health status of children aged 4-16 years with and without sickle cell anaemia resident in Ile-Ife and Ilesha, Osun State, Nigeria. 2023.
  • 66.Marsh PD. Microbial ecology of dental plaque and its significance in health and disease. Adv Dent Res. 1994;8(2):263–71. doi: 10.1177/08959374940080022001 [DOI] [PubMed] [Google Scholar]
  • 67.Marsh PD, Head DA, Devine DA. Ecological approaches to oral biofilms: control without killing. Caries Res. 2015;49 Suppl 1:46–54. doi: 10.1159/000377732 [DOI] [PubMed] [Google Scholar]
  • 68.Takahashi N, Nyvad B. Caries ecology revisited: microbial dynamics and the caries process. Caries Res. 2008;42(6):409–18. doi: 10.1159/000159604 [DOI] [PubMed] [Google Scholar]
  • 69.Hernández P, Sánchez MC, Llama-Palacios A, Ciudad MJ, Collado L. Strategies to combat caries by maintaining the integrity of biofilm and homeostasis during the rapid phase of supragingival plaque formation. Antibiotics (Basel). 2022;11(7):880. doi: 10.3390/antibiotics11070880 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Esin S, Pasini M, Miceli M, Cosseddu G, Giuca MR, Batoni G. Longitudinal study on the effect of oral hygiene measures on the salivary count of microbial species with cariogenic potential. J Biol Regul Homeost Agents. 2018;32(6):1407–20. [PubMed] [Google Scholar]
  • 71.Acs G, Shulman R, Ng MW, Chussid S. The effect of dental rehabilitation on the body weight of children with early childhood caries. Pediatr Dent. 1999;21(2):109–13. [PubMed] [Google Scholar]
  • 72.Rosier BT, Marsh PD, Mira A. Resilience of the oral microbiota in health: mechanisms that prevent dysbiosis. J Dent Res. 2018;97(4):371–80. doi: 10.1177/0022034517742139 [DOI] [PubMed] [Google Scholar]
  • 73.Attin T, Hornecker E. Tooth brushing and oral health: how frequently and when should tooth brushing be performed?. Oral Health Prev Dent. 2005;3(3):135–40. [PubMed] [Google Scholar]
  • 74.Hayasakia H, Saitoh I, Nakakura-Ohshima K, Hanasaki M, Nogami Y, Nakajima T. Tooth brushing for oral prophylaxis. Jpn Dent Sci Rev. 2014. doi: 10.1016/j.jdsr.2014.04.001 [DOI] [Google Scholar]
  • 75.Iba B, Adamu VE. Tooth brushing: an effective oral hygiene measure. Orap J. 2021;2(2):1–7. doi: 10.4314/orapj.v2i2.1 [DOI] [Google Scholar]
  • 76.Chukwuemeka AN, Oveh R, Dabar A, Afolabi O, Ibraheem SA, Akinsolu FT, et al. A scoping review of school-based oral health interventions among adolescents in Nigeria. Front Oral Health. 2025;6:1577753. doi: 10.3389/froh.2025.1577753 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Sulastri S,. S, Sulistyani H. The effect of tooth brushing before and after eating on salivary pH of elementary school students. Int J Community Med Public Health. 2022;9(3):1237. doi: 10.18203/2394-6040.ijcmph20220680 [DOI] [Google Scholar]
  • 78.Takenaka S, Sotozono M, Ohkura N, Noiri Y. Evidence on the use of mouthwash for the control of supragingival biofilm and its potential adverse effects. Antibiotics (Basel). 2022;11(6):727. doi: 10.3390/antibiotics11060727 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Takenaka S, Ohsumi T, Noiri Y. Evidence-based strategy for dental biofilms: current evidence of mouthwashes on dental biofilm and gingivitis. Jpn Dent Sci Rev. 2019;55(1):33–40. doi: 10.1016/j.jdsr.2018.07.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Mythri H, Ananda SR, Prashant GM, Subba Reddy VV, Chandu GN. The efficacy of antiseptic mouth rinses in comparison with dental floss in controlling interproximal gingivitis. J Int Soc Prev Community Dent. 2011;1(1):31–5. doi: 10.4103/2231-0762.86385 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Marinho VC, Higgins JP, Sheiham A, Logan S. Fluoride toothpastes for preventing dental caries in children and adolescents. Cochrane Database Syst Rev. 2003;2003(1):CD002278. doi: 10.1002/14651858.CD002278 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Walsh T, Worthington HV, Glenny AM, Marinho VC, Jeroncic A. Fluoride toothpastes of different concentrations for preventing dental caries. Cochrane Database of Syst Rev. 2019;3(3):CD007868. doi: 10.1002/14651858.CD007868.pub3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Folayan MO, Kolawole KA, Chukwumah NM, Oyedele T, Agbaje HO, Onyejaka N, et al. Use of caries prevention tools and associated caries risk in a suburban population of children in Nigeria. Eur Arch Paediatr Dent. 2016;17(3):187–93. doi: 10.1007/s40368-016-0227-y [DOI] [PubMed] [Google Scholar]
  • 84.Foláyan MO, Zuñiga RAA, Mohebbi SZ, Khami MR. Association between early childhood caries and parental educational status among children in Ile-Ife, Nigeria. Front Oral Health. 2025;6:1581589. doi: 10.3389/froh.2025.1581589 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Popkin BM, Adair LS, Ng SW. Global nutrition transition and the pandemic of obesity in developing countries. Nutr Rev. 2012;70(1):3–21. doi: 10.1111/j.1753-4887.2011.00456.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Kapoor V. Dental Caries and the modern world. Indian J Dent. 2014;5(4):171. doi: 10.4103/0975-962X.144716 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Ronto R, Wu JH, Singh GM. The global nutrition transition: trends, disease burdens and policy interventions. Public Health Nutr. 2018;21(12):2267–70. doi: 10.1017/S1368980018000423 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Popkin BM. Global nutrition dynamics: the world is shifting rapidly toward a diet linked with noncommunicable diseases. Am J Clin Nutr. 2006;84(2):289–98. doi: 10.1093/ajcn/84.1.289 [DOI] [PubMed] [Google Scholar]
  • 89.Hawkes C. Uneven dietary development: linking the policies and processes of globalization with the nutrition transition, obesity and diet-related chronic diseases. Global Health. 2006;2:4. doi: 10.1186/1744-8603-2-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Egbunah UP, Sofola OO, Uti OG. The role of socioeconomic class on oral healthcare practices and oral health status of secondary school students in Lagos, Nigeria. Nigerian Journal of Dental Research. 2023;8(1):30–9. doi: 10.4314/njdr.v8i1.6 [DOI] [Google Scholar]
  • 91.Oyedele TA, Folayan MO, Chukwumah NM, Onyejaka NK. Social predictors of oral hygiene status in school children from suburban Nigeria. Braz Oral Res. 2019;33:e022. doi: 10.1590/1807-3107bor-2019.vol33.0022 [DOI] [PubMed] [Google Scholar]
  • 92.Dolislager M, Liverpool‐Tasie LSO, Mason NM, Reardon T, Tschirley D. Consumption of healthy and unhealthy foods by the African poor: evidence from Nigeria, Tanzania, and Uganda. Agricultural Economics. 2022;53(6):870–94. doi: 10.1111/agec.12738 [DOI] [Google Scholar]
  • 93.Folorunsho S, Ajayi V, Sanmori M, Suleiman M, Abdullateef R, Abdulganiyu A. Access to and utilization of dental care services by older adults in Nigeria: barriers and facilitators. Special Care Dentistry. 2025. doi: 10.1111/scd.70040 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Almas K. The antimicrobial effects of extracts of Azadirachta indica (Neem) and Salvadora persica (Arak) chewing sticks. Indian J Dent Res. 1999;10(1):23–6. [PubMed] [Google Scholar]
  • 95.Saha S, Mohammad S, Saha S, Samadi F. Efficiency of traditional chewing stick (miswak) as an oral hygiene aid among Muslim school children in Lucknow: a cross-sectional study. J Oral Biol Craniofac Res. 2012;2(3):176–80. doi: 10.1016/j.jobcr.2012.10.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Hujoel PP, Hujoel MLA, Kotsakis GA. Personal oral hygiene and dental caries: a systematic review of randomised controlled trials. Gerodontology. 2018;35(4):282–9. doi: 10.1111/ger.12331 [DOI] [PubMed] [Google Scholar]
  • 97.Roland E, Gueguen G, Longis MJ, Boiselle J. Validation of the reproducibility of the DMF Index used in bucco-dental epidemiology and evaluation of its 2 clinical forms. World Health Stat Q. 1994;47(2):44–61. [PubMed] [Google Scholar]
  • 98.Anaise JZ. Measurement of dental caries experience--modification of the DMFT index. Community Dent Oral Epidemiol. 1984;12(1):43–6. doi: 10.1111/j.1600-0528.1984.tb01408.x [DOI] [PubMed] [Google Scholar]
  • 99.Broadbent JM, Thomson WM. For debate: problems with the DMF index pertinent to dental caries data analysis. Community Dent Oral Epidemiol. 2005;33(6):400–9. doi: 10.1111/j.1600-0528.2005.00259.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Gudipaneni RK, Alkuwaykibi AS, Ganji KK, Bandela V, Karobari MI, Hsiao C-Y, et al. Assessment of caries diagnostic thresholds of DMFT, ICDAS II and CAST in the estimation of caries prevalence rate in first permanent molars in early permanent dentition-a cross-sectional study. BMC Oral Health. 2022;22(1):133. doi: 10.1186/s12903-022-02134-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Abhishek M. Comprehensive review of caries assessment systems developed over the last decade. RSBO. 2013;9(3):316–21. doi: 10.21726/rsbo.v9i3.1007 [DOI] [Google Scholar]
  • 102.Featherstone JDB, Crystal YO, Alston P, Chaffee BW, Doméjean S, Rechmann P, et al. A comparison of four caries risk assessment methods. Front Oral Health. 2021;2:656558. doi: 10.3389/froh.2021.656558 [DOI] [PMC free article] [PubMed] [Google Scholar]

Decision Letter 0

Ayodeji Oginni

15 May 2026

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Reviewers' comments:

Reviewer’s Responses to Questions

Comments to the Author

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Reviewer #1: Yes

Reviewer #2: Yes

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Reviewer #4: Yes

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2. Has the statistical analysis been performed appropriately and rigorously? -->?>

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**********

Reviewer #1: Financial disclosure statement: revise the statement ‘The funders play any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript?’

Abstract:

1) bit odd to put 0.00, better <0.01

2) poor oral hygiene was associated with a 38% reduction in caries odds: isn’t this supposed to be good oral hygiene associated with lower caries odds.

3) Unsure if needed to put the most common cleaning tool if reported no significant association between type of cleaning device and caries prevalence

4) Unsure why highlight the technique, as this was not primarily assessed in the study

Introduction

5) Key oral hygiene methods include regular tooth brushing with a toothbrush and toothpaste, which removes dental plaque and food particles, prevents periodontal diseases, and dental caries. ; perhaps could revise to… as a prevention from dental caries – this paper is solely about dental caries, therefore, I don’t see a need to emphasise on periodontal disease as well.

6) Other practices, such as dental floss or interdental cleaning, antimicrobial rinses, and tongue cleaning, complement tooth brushing in controlling plaque accumulation and maintaining oral health – perhaps could revise to …Besides toothbrushing, the use of dental floss, interdental cleaning, antimicrobial rinses, and tongue cleaning, controls plaque accumulation. � saying maintaining oral health is repeating what the second sentence of introduction entails. All of these actions are maintenance of oral health

7) Furthermore, oral hygiene includes thorough cleaning of the dorsum of the tongue using a tongue scraper or a toothbrush, which helps to eliminate bacteria and debris from the oral cavity because the tongue can be a reservoir for oral bacteria – perhaps could revise to…Furthermore, cleaning of the dorsum of the tongue using a tongue scraper or a toothbrush helps to eliminate debris that can be oral bacteria reservoir.

8) The link between oral hygiene and dental caries is well-established, as dental plaque plays a central role in initiating and advancing dental caries lesions [10, 11], which suggests that efforts to control plaque would positively affect the prevention of dental caries [12]. – perhaps could revise to… The link between oral hygiene and dental caries is well-established, as dental plaque initiates and advances dental caries lesions [10, 11], therefore, efforts to control plaque would positively affect the prevention of dental caries [12].

9) Regular toothbrushing, fluoridated toothpaste, - this should be regular toothbrushing with fluoridated toothpaste as these two combinations is the recommended.

10) Overall, please check the full stop placement either needed before the reference’s numbers or not. A lot of inconsistencies as some are put before and after, and others are only after. If I wasn’t mistaken, only after references was needed.

11) … when combined with professional dental care – do you mean here in terms of preventive treatment or more like scaling and polishing, how so professional dental care helps reduce caries

12) Is there a specific reason or challenges related to oral health systems on why the last national survey on Nigeria was conducted for quite some time. could help readers get a sense of understanding that this systematic reviews help to inform policymakers using existing evidence, if limitations exist to conduct periodic national oral health surveys.

13) Reading from abstracts, noted that there were subgroup analyses of moderation of dentition type and relevance of region of studies conducted. Would be nice in the introduction if readers get a sense of how the differences exist and why does it matter to assess the moderation effect based on these two categories. Noted that in the method that geopolitical zone South and Northern was used. Perhaps could add a bit in literature review about regional differences is it due to locality of capital in which region, or is it about the geography of the location causing inaccessibility to healthcare and lower resources. On that note, maybe the aim should also include this as this is mentioned in the abstract as main findings.

Method

14) Noted that search duration in inclusion criteria is from January 2001 to December 2025, this should be placed in explicit in the abstract as for now, looks like it includes everything until January 2026 (gives meaning that studies before 2001 included too).

15) Any specific reasons the libraries of the National Postgraduate Medical College of Nigeria and the West African College of Surgeons were used for grey literature. Is this the biggest library with huge sources or anything related to authors locality?

16) Excluded studies are reported in Supplemental File 2 – should be ‘were’ reported

17) this review, dental caries was the primary outcome of interest – is there any secondary outcome of interest. Assuming not, then maybe avoid using primary here, outcome of interest is sufficient.

Results

18) Noted the word as shown in Figure 1 about the 1422 records but couldn’t find this number in the figure. Understood that this is combination of from databases and other sources but could be confusing to make that conclusion if the number is not exactly shown in the figure or written in the text that it is combination of both. Same goes to the 23 met inclusion criteria, understood this is the combination of both sources, perhaps could include this number in the figure with arrows showing the combined studies from both as this is the exact figure that will be used throughout the results and discussion.

19) Dental caries assessment. All 23 studies…. – perhaps could change the order so it says primary � mixed � permanent dentition, as you write in the method so it is more consistent

20) Association between Oral Hygiene Practices and Dental Caries….(OR: 17.7) – perhaps could add the 95%CI (if exists) from the study. On the same subheading,… supervisor of brushing – perhaps the term could fit better with brushing supervision

21) Table 3: in general, there are no supporting 95%CI included for all the OR and AOR, is there a specific reason why is this is done. If not, perhaps could find back from respective studies and include 95%CI.

22) Subgroup analyses - in this section the sequence is mixed, primary, permanent. Unsure why is that, as usually we would wanna see how it differs from primary, mixed, permanent as to get a general sense of how partly from the age factor, caries and dentition changed. Also on that note, the 95%CI should be included after the 49% reduction, especially because such wide confidence interval from only 2 studies with small sample.

23) Figure 2 and 3 were not written in the texts, in which texts or paragraphs does this figure fit into. On that note, as Figure 3 is specifically about oral hygiene status and caries prevalence, this needs to be specified in the caption. Would be extra easier for each figure regarding this measure: oral hygiene status has the number of studies included in the caption (n=10). Figure 4 now is about OHI, perhaps could standardised: either OHI throughout or oral hygiene status. Also, OHI was not mentioned in the text about the abbreviation, can see OHI-S. is it saying the same thing

24) Subgroup analysis across geopolitical zone was not possible as only Southwest zone had sufficient study for a meta-analysis (OR 0.63, 95% CI: 0.41–0.96) as the Southeastern zone and the Northern region only had two and one studies each respectively. – this sentence is quite confusing, perhaps could say that due to limited study in Southeastern (n=2) and Northern (n=1) region, subgroup analyses across geopolitical zone was not possible to be conducted.

25) Because fewer than 10 included research studies were included, following the removal of the influential study, we could not evaluate the included studies’ publication bias, as the lack of statistical power from the inclusion of a few studies would cause [42]. – this sentence is a bit confusing. Firsly, where does these 10 included research number comes from. Isn’t 23 the included studies combining the two large resources, this confusing section happens because of have many measures and many subheadings. It’s a bit hard to follow and trace back if all are writing continuously without subheading numbering. Secondly, ‘the removal of influential study’, does it mean the total is 9 included studies now. Also, even if without removal of that one study, would 10 studies be enough to do publication bias assessment. Do you mean in general: … A lack of statistical power from the small number of included studies limits the ability to assess publication bias for oral hygiene status and caries prevalence.

26) Figure 6 - in general there is no such number of 0.00 odds ratio, understand this is a round off to two decimal points, but what you can say is <0.01. saying zero implied it is exactly zero, while based on your figure, it is actually ranging from <0.01 to <0.001

27) Figure 7 caption, again could be specify that this figure is related to the toothbrushing and dental caries

28) Association between frequency of tooth brushing and dental caries, in the subgroup analysis, the sentence missed full stop at the end of the sentence.

29) Association between tooth cleaning methods and dental caries - … (e.g toothbrush) – don’t think e.g is needed here as you are including every method under this first section of analyses.

30) Subgroup analyses for tooth cleaning methods. First word of the paragraph is ‘Toothbrushing’ – unsure in this subgroup analyses only studies where cleaning methods toothbrushing were assessed here. I thought this section was about all tooth cleaning methods. Need to be consistent in terms of terminology used, either tooth cleaning methods all the way, and only for toothbrush if the analysis is about toothbrushing only. Another point, here is where 95%Ci needed in the text as saying 92% increase is quite a high number, but with such wide CI, cautious writing must be done in making such claim. Also, using the word ‘increase’ here might not be suitable as the word increase implied a comparison of before or after, where may be more suitable for cohort analyses. As your results were all observational, perhaps ‘higher prevalence’ fits better.

Discussion

31) Would suggest to reorder the strength and limitation right before conclusion as the main discussion could be centred around the findings first

32) Suggestion: the whole order of discussion could be more easier to understand if focus on the findings results, then what others additional elements that could provide more to the narrative. I don’t quite understand why you start your discussion with dietary intake as this was not at all observed in your study, while writing about the second insight about twice daily toothbrushing. The second insight should be the main point as this is what is shown from your study. The …contradicts simplistic biological models is supplementary to paint the bigger picture so it fits in the later part.

33) The significant association between poor oral hygiene, dental caries, and the primary dentition also needs to be explored further, as it is currently under-explored in its full complexity because of the lifelong consequences. – sentence quite confusing, as what do you mean by full complexity & lifelong consequences. Do you think more cohort studies can address this, or is it need to be more community approach or how

34) In this paragraph…The efficacy of twice-daily tooth brushing, the last part was confusing. You start by saying using dental floss can augment effectiveness, which is correct, and also true that from your included study, this finding was not substantial. But then you suggest mouthwash out of nowhere, which the narrative comes out of the sudden and implying that mouthwash could gives a different result. Understood the logic, but argument is a bit weak in terms of bridging this gap with future studies could bring more light just by adding mouthwash.

35) A culturally significant finding of this meta-analysis is that toothbrushing with toothpaste was not superior to other devices in reducing the risk for caries – correct me if I am wrong, but my impression based on your study is that you were looking at the meta analyses of all the cleaning methods and the prevalence of dental caries. Am I missing subgroup analyses where you compare the odds of using toothbrush w toothpaste vs other devices,. The points written after that makes sense, but the first part was quite confusing. Do you mean in general, it doesn’t matter what kind of cleaning methods you use, the caries risk will be reduced anyway. Perhaps rewording to the emphasis on cleaning itself. On the same paragraph: on technique and consistency. Agreed on consistency cause you assess twice daily toothbrushing having reduced caries, but unsure how technique fits here as you don’t assess this.

36) This sentence ‘A well-used chewing stick may clean more effectively than a poorly used toothbrush. This finding raises an important hypothesis that needs to be tested in future studies,’. A bit confusing here, one is that are you referring to your study finding that well used chewing stick may clean more effectively (could not find the evidence in your result or one of your aim in assessing either different cleaning methods give different reduction of caries risk). Two, is this the hypothesis that should be tested, which in that case, fair enough, it is an interesting research question to be addressed

37) For this part - For clinicians, this finding may necessitate a shift in counselling. Rather than dismissing traditional practices, oral health professionals should engage patients with respect, asking what they use, how often, and demonstrate effective techniques. – what is the traditional practices here, unsure what do you mean by that, are you implying the traditional practice did the opposite of engaging patient with respect…etc.. also what is the shift from, what is not currently practice.

38) At the community and public health level, the study evidence supports the need for campaigns that empower rather than prescribe. – this part is contradicting than the first part where you suggest counselling message is about doing this and that. Why is that at community and public health should empower rather than prescribe. Is there any supporting policy that could provide resources to the respective department in community engagement. What do you mean here not prescribing that is ‘bad’

Reviewer #2: The systematic review was scientifically sound and in compliance with the standard guidelines for writing such reviews. The title of the manuscript appears pertinent to the Nigerian context, where both individuals and the government neglect oral health status. The review findings were systematically presented, appropriately linked to the aim of the manuscript, and logically concluded for a global reference. The discussion section was well articulated, relating to existing research findings and proposed future interventions. Furthermore, the study limitations were well highlighted, while suggestions for future studies were noted.

Reviewer #3: The comments to the author are in the text. There is need to structure the paper according to the PRIMSA 2020 checklist. Also, the research question in a systematic review is classically defined using a framework, thereafter, study objectives are given.

Reviewer #4: The manuscript “Oral Hygiene Practices and Dental Caries Experience in Nigeria: A Systematic Review and Meta-Analysis” is a systematic review and meta-analysis examining the relationship between oral hygiene practices and dental caries in Nigeria. It included 23 studies, mostly cross-sectional, and found that tooth brushing at least twice daily was associated with lower caries prevalence, while the type of cleaning device was not significantly related to caries risk. The review also reported a surprising pooled finding that poor oral hygiene was associated with lower odds of caries, which the authors suggest may reflect confounding factors such as socio-economic status or diet. Most included studies came from Southern Nigeria, highlighting limited national representativeness and the need for more research from Northern regions. Overall, the paper addresses an important public health issue and provides a useful synthesis of existing Nigerian evidence on oral hygiene and dental caries. For this reason, I can recommend this manuscript for publication in PLoS One. However, I would like to ask the authors to address some major/minor issues that I expose below.

�The pooled finding that poor oral hygiene is associated with lower caries odds is counterintuitive and conflicts with much of the included study-level evidence. The authors should clarify exposure coding, data extraction, and whether any studies were directionally misclassified.

�The reported protective effect of brushing at least twice daily (OR 0.01) appears implausibly large for observational data. The authors should verify the calculation, report contributing studies and event counts, and perform additional robustness checks.

�The review’s national conclusions are limited by strong geographic imbalance, since most included studies were from Southern Nigeria and nearly all were cross-sectional. The claims should be framed more cautiously.

�The reporting of sensitivity analysis and certainty assessment needs improvement. The manuscript should more clearly show all planned robustness checks and justify the omission of formal certainty grading.

�Some reporting details need revision, especially the ethics, funding, and data availability statements, to improve clarity and align with journal requirements.

�I believe that including some additional relevant reference would help strengthen the manuscript and better support the methodology section. For example: 10.59400/jam.v1i3.91

Reviewer #5: This manuscript presents a timely and well-executed systematic review and meta-analysis examining the association between oral hygiene practices and dental caries prevalence in Nigeria. The study is clearly written, methodologically sound, and addresses an important public health issue, particularly in low- and middle-income settings.

The authors demonstrate rigor through comprehensive database searches, PROSPERO registration, and clearly defined inclusion/exclusion criteria. The use of random-effects models, subgroup analyses, and assessment of heterogeneity and publication bias strengthens the credibility of the findings. The interpretation of results is generally balanced and acknowledges unexpected findings, such as the inverse association between poor oral hygiene and caries, which is appropriately discussed in the context of potential confounding factors.

The results are informative and contribute meaningful insights, particularly the strong protective association of twice-daily tooth brushing and the limited role of cleaning tools compared to brushing behavior. The identification of geographic gaps in the literature (notably the underrepresentation of Northern Nigeria) is an important contribution and provides direction for future research.

Minor suggestions for improvement:

Clarify the unexpected finding regarding poor oral hygiene and reduced caries odds, possibly expanding discussion on residual confounding or measurement variability.

Provide a brief comment on the extremely small OR (0.01) for brushing frequency, as this may raise questions about effect size plausibility or data scaling.

Consider adding a short note on policy or public health implications for Nigeria.

Overall, this is a high-quality manuscript that makes a valuable contribution to the literature. I recommend acceptance after minor revisions.

Reviewer #6: The authors have explored “Oral Hygiene Practices and Dental Caries Experience in Nigeria: A Systematic Review and Meta-Analysis ”. The work is publishable in this journal after addressing the following minor comments.

1. Explain Thorium Radioactivity Concentrations?

2. Why is this study carried out?

3. How this study becomes novel?

4. How this study can be helpful to the prosperity of the country?

5. Highlight the main finding the in the abstract.

6. What are the ranges of the parameters involved in the study?

7. Write down the main finding in the conclusion.

8. Check whole manuscript regarding spell and punctions.

**********

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Reviewer #1: Yes: Abdul Azim Abdul Razak

Reviewer #2: No

Reviewer #3: No

Reviewer #4: No

Reviewer #5: Yes: Dr Nasir Abbas

Reviewer #6: No

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PLoS One. 2026 Aug 11;21(8):e0342631. doi: 10.1371/journal.pone.0342631.r002

Author response to Decision Letter 1


6 Jul 2026

Journal: PLOS One

Manuscript ID: PONE-D-26-04211

Manuscript title: Oral Hygiene Practices and Dental Caries Experience in Nigeria: A Systematic Review and Meta-Analysis

Date of revision: 28th May 2026

We thank the reviewers for the constructive feedback. This has helped strengthen the manuscript. Below is a point-by-point response to the reviewers’ comments.

Reviewer #1: Financial disclosure statement: revise the statement ‘The funders play any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript?’

Response: We have revised the financial disclosure statement. The funders played no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript

Abstract:

1) bit odd to put 0.00, better <0.01

Response: We have adjusted it to <0.01 as rightly suggested. We wrote: Brushing at least twice daily was strongly associated with reduced caries (OR 0.01, 95% CI: <0.00–0.01).

2) Poor oral hygiene was associated with a 38% reduction in caries odds: isn’t this supposed to be good oral hygiene associated with lower caries odds?

Response: Thanks for the comments. An extensive review of the literature was on and we identified an error in the coding of one of the included studies. The re-computation now shows that poor OH was associated with 76% increase in caries odds. Poor oral hygiene was associated with a 76% increase in the odds for dental caries (OR 1.76, 95% CI: 1.41–2.83, p<0.001).

3) Unsure if needed to put the most common cleaning tool, as reported no significant association between the type of cleaning device and caries prevalence

Response: Thanks for picking this. We have deleted the reference to significant association but retained the details on the oral cleaning tools, as this was part of the study objectives.

4) Unsure why highlight the technique, as this was not primarily assessed in the study

Response: Thanks for highlighting this. The statement has been removed.

Introduction

5) Key oral hygiene methods include regular tooth brushing with a toothbrush and toothpaste, which removes dental plaque and food particles, prevents periodontal diseases, and dental caries. Perhaps could revise to… as a prevention from dental caries – this paper is solely about dental caries, therefore, I don’t see a need to emphasise periodontal disease as well.

Response: We agree with the comment and have removed the reference to periodontal diseases

6) Other practices, such as dental floss or interdental cleaning, antimicrobial rinses, and tongue cleaning, complement tooth brushing in controlling plaque accumulation and maintaining oral health – perhaps could revise to …Besides toothbrushing, the use of dental floss, interdental cleaning, antimicrobial rinses, and tongue cleaning controls plaque accumulation. � Saying that maintaining oral health is repeating what the second sentence of the introduction entails. All of these actions are maintenance of oral health

Response: We have revised the statement as recommended

7) Furthermore, oral hygiene includes thorough cleaning of the dorsum of the tongue using a tongue scraper or a toothbrush, which helps to eliminate bacteria and debris from the oral cavity because the tongue can be a reservoir for oral bacteria – perhaps could revise to…Furthermore, cleaning of the dorsum of the tongue using a tongue scraper or a toothbrush helps to eliminate debris that can be an oral bacterial reservoir.

Response: Thanks for the suggestion. We have revised as suggested.

8) The link between oral hygiene and dental caries is well-established, as dental plaque plays a central role in initiating and advancing dental caries lesions [10, 11], which suggests that efforts to control plaque would positively affect the prevention of dental caries [12]. – perhaps could revise to… The link between oral hygiene and dental caries is well-established, as dental plaque initiates and advances dental caries lesions [10, 11]; therefore, efforts to control plaque would positively affect the prevention of dental caries [12].

Response: Revised as recommended.

9) Regular toothbrushing, fluoridated toothpaste - this should be regular toothbrushing with fluoridated toothpaste, as these two combinations are recommended.

Response: Revised as recommended.

10) Overall, please check the full stop placement, either needed before the reference numbers or not. A lot of inconsistencies, as some are put before and after, and others are only after. If I wasn’t mistaken, only after references were needed.

Response: Thanks for picking this. We have corrected the placement of full stops throughout the manuscript; the in-text citations have been placed before the full stops.

11) … when combined with professional dental care – do you mean here in terms of preventive treatment or more like scaling and polishing, how does professional dental care help reduce caries

Response: This has now been revised to give an example of professional dental care, such as scaling and polishing.

12) Is there a specific reason or challenges related to oral health systems that the last national survey in Nigeria was conducted quite some time ago? could help readers get a sense of understanding that these systematic reviews help to inform policymakers using existing evidence, if limitations exist in conducting periodic national oral health surveys.

Response: Thanks for highlighting this. Actually, no national surveys by the government have been conducted. The surveys are individual researcher initiatives. We had noted that there is no national surveillance system for oral health. A longer explanation will be challenging as we have no reference.

13) Reading from abstracts, noted that there were subgroup analyses of the moderation of dentition type and the relevance of the region of studies conducted. Would be nice in the introduction if readers get a sense of how the differences exist and why they matter to assess the moderation effect based on these two categories. Noted that in the method that geopolitical zones South and North were used. Perhaps could add a bit in the literature review about regional differences, whether it is due to the locality of the capital in which region, or is it about the geography of the location, causing inaccessibility to healthcare and lower resources. On that note, maybe the aim should also include this, as this is mentioned in the abstract as a main finding.

Response: Thanks for the suggestion. We have included a statement on regional differences. We wrote: The evidence also needs to support planning for northern and southern Nigeria, where differences in health expenses and disease burden, oral hygiene behaviors, service availability, and sociodemographic conditions demand region specific strategies. We have also included the conduct of a geopolitical zone analysis in the study objective.

14) Oral hygiene is linked with dental caries experience. This systematic review and meta-analysis assessed the associations between oral hygiene status, the frequency of tooth brushing, and the prevalence of dental caries in Nigeria.

Response: We agree with this comment, and we have revised the Background to reflect the suggested edit.

Methods

14) Noted that search duration in inclusion criteria is from January 2001 to December 2025; this should be made explicit in the abstract, as for now, it looks like it includes everything until January 2026 (gives the impression that studies before 2001 are included too).

Response: We have included the duration of the study in the abstract

15) Any specific reasons the libraries of the National Postgraduate Medical College of Nigeria and the West African College of Surgeons were used for grey literature? Is this the biggest library with huge sources or anything related to the authors' locality?

Response: The libraries are the largest local source of postgraduate dissertations for oral health. PhD programs for oral health in Nigeria only emerged in the last 5 years. For this reason, it was a veritable source of grey literature in Nigeria. We wrote: The libraries of the National Postgraduate Medical College of Nigeria and the West African College of Surgeons provide the biggest local library of theses and postgraduate dissertations.

16) Excluded studies are reported in Supplemental File 2 – should be ‘were’ reported

Response: Thanks for the guidance. The statement has been revised.

17) In this review, dental caries was the primary outcome of interest. Is there any secondary outcome of interest? Assuming not, then maybe avoid using primary here, the outcome of interest is sufficient.

Response: Thanks for the guidance. The statement has been corrected as suggested

Results

18) Noted the word as shown in Figure 1 about the 1422 records, but couldn’t find this number in the figure. Understood that this is a combination of databases and other sources, but it could be confusing to make that conclusion if the number is not exactly shown in the figure or written in the text that it is a combination of both. The same goes for the 23 met inclusion criteria. Understanding this is the combination of both sources, perhaps could include this number in the figure with arrows showing the combined studies from both, as this is the exact figure that will be used throughout the results and discussion.

Response: The figures have now been reflected in the PRISMA flow diagram

19) Dental caries assessment. All 23 studies…. – perhaps could change the order so it says primary � mixed � permanent dentition, as you write in the method, so it is more consistent

Response: Thanks for the guidance. The order has been revised as suggested.

20) Association between Oral Hygiene Practices and Dental Caries….(OR: 17.7) – Perhaps could add the 95%CI (if exists) from the study. On the same subheading,… supervisor of brushing – perhaps the term could fit better with brushing supervision

Response: Thanks for the guidance. We have now reported on the confidence intervals for the data, and the edit has been effected as suggested.

21) Table 3: In general, there are no supporting 95%CI included for all the OR and AOR. Is there a specific reason why this is done? If not, perhaps we could go back to our respective studies and include 95% CI.

Response: Table 3 has been correctly revised to report the 95% confidence intervals reported for the studies

22) Subgroup analyses - in this section, the sequence is mixed, primary, permanent. Unsure why that is, as usually we would wanna see how it differs from primary, mixed, and permanent as to get a general sense of how partly from the age factor, caries, and dentition changed. Also on that note, the 95%CI should be included after the 49% reduction, especially because such a wide confidence interval is from only 2 studies with a small sample.

Response: The 95 CI has been included, and the order of reporting the findings for each type of dentition has been revised.

23) Figures 2 and 3 were not written in the texts; in which texts or paragraphs does this figure fit? On that note, as Figure 3 is specifically about oral hygiene status and caries prevalence, this needs to be specified in the caption. Would be extra easier for each figure regarding this measure: oral hygiene status has the number of studies included in the caption (n=10). Figure 4 now is about OHI, which could be standardised: either OHI throughout or oral hygiene status. Also, OHI was not mentioned in the text about the abbreviation, but OHI-S can be seen. Is it saying the same thing

Response: Thanks for highlighting this error. Figure 2 has been referred to in the text, and Figure 3 has now been reported. We have used oral hygiene status throughout the manuscript. Figure 4 has now been labelled properly.

24) Subgroup analysis across geopolitical zones was not possible as only the Southwest zone had sufficient studies for a meta-analysis (OR 0.63, 95% CI: 0.41–0.96), as the Southeastern zone and the Northern region only had two and one study each, respectively. – This sentence is quite confusing; perhaps you could say that due to limited study in Southeastern (n=2) and Northern (n=1) regions, subgroup analyses across geopolitical zones could not be conducted.

Response: We agree with the suggested revision for clarity, and we have revised the statement as suggested.

25) Because fewer than 10 included research studies were included, following the removal of the influential study, we could not evaluate the included studies’ publication bias, as the lack of statistical power from the inclusion of a few studies would cause [42]. – This sentence is a bit confusing. Firstly, where do these 10 included research numbers come from? Isn’t 23 the number of included studies combining the two large resources? This confusing section happens because of have many measures and many subheadings. It’s a bit hard to follow and trace back if all are writing continuously without subheading numbering. Secondly, ‘the removal of influential study’, does it mean the total is 9 included studies now? Also, even without the removal of that one study, would 10 studies be enough to do a publication bias assessment? Do you mean in general: … A lack of statistical power from the small number of included studies limits the ability to assess publication bias for oral hygiene status and caries prevalence.

Response: You appropriately represented the message we tried to convey. We have edited the section using the suggestions you raised. We are grateful for the support.

26) Figure 6 - In general, there is no such number of 0.00 odds ratios. Understand this is a round off to two decimal points, but what you can say is <0.01. saying zero implied it is exactly zero, while based on your figure, it is actually ranging from <0.01 to <0.001

Response: We have revised to <0.01 as recommended

27) Figure 7 caption, again, could specify that this figure is related to toothbrushing and dental caries

Response: We have revised the caption to show its relation to toothbrushing and dental caries

28) Association between frequency of tooth brushing and dental caries, in the subgroup analysis, the sentence is missing a full stop at the end of the sentence.

Response: Thank you for picking this. We have included the full stop.

29) Association between tooth cleaning methods and dental caries - … (e.g., toothbrush) – don’t think e.g is needed here as you are including every method under this first section of analyses.

Response: … (e.g., toothbrush) has been removed

30) Subgroup analyses for tooth cleaning methods. First word of the paragraph is ‘Toothbrushing’ – unsure in this subgroup analysis, only studies where cleaning methods, such as toothbrushing, were assessed here. I thought this section was about all tooth-cleaning methods. Need to be consistent in terms of terminology used, either for all tooth cleaning methods, or only for the toothbrush, if the analysis is about toothbrushing only. Another point, here is where 95%Ci needed in the text, as saying 92% increase is quite a high number, but with such a wide CI, cautious writing must be done in making such a claim. Also, using the word ‘increase’ here might not be suitable as the word increase ' implies a comparison of before or after, which may be more suitable for cohort analyses. As your results were all observational, perhaps ‘higher prevalence’ fits better.

Response: The association assessed here was for all cleaning methods and the prevalence of dental caries, and we tested the difference between toothbrushing and other cleaning devices in caries prevalence. As suggested, we have used higher prevalence instead of increase. We have also revised the report of the odds ratio as suggested.

Discussion

31) Would suggest reordering the strengths and limitations right before the conclusion, as the main discussion could be centred around the findings first

Response: Thanks for the suggestion. We have retained the reporting on the strengths and limitations in its current position in line with the order of the research reporting guidelines. Study limitations are now reported early to enable readers to identify possible study bias early and read the discussion with th

Decision Letter 1

Ayodeji Oginni

19 Jul 2026

Dear Dr. Aborisade,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

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PLoS One. 2026 Aug 11;21(8):e0342631. doi: 10.1371/journal.pone.0342631.r004

Author response to Decision Letter 2


20 Jul 2026

Journal: PLOS One

Manuscript ID: PONE-D-26-04211R1

Manuscript title: Oral Hygiene Practices and Dental Caries Experience in Nigeria: A Systematic Review and Meta-Analysis

Date of revision: 20th July 2026

We thank the editor for picking the incomplete sentence, we have rectified the statement.

Besides toothbrushing, the use of dental floss, interdental cleaning, antimicrobial rinses, and tongue cleaning controls plaque accumulation.

Decision Letter 2

Ayodeji Oginni

23 Jul 2026

Oral Hygiene Practices and Dental Caries Experience in Nigeria: A Systematic Review and Meta-Analysis

PONE-D-26-04211R2

Dear Dr. Aborisade,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

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Kind regards,

Ayodeji Babatunde Oginni

Academic Editor

PLOS One

Additional Editor Comments (optional):

Reviewers' comments:

Acceptance letter

Ayodeji Oginni

PONE-D-26-04211R2

PLOS One

Dear Dr. Aborisade,

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS One. Congratulations! Your manuscript is now being handed over to our production team.

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Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Ayodeji Babatunde Oginni

Academic Editor

PLOS One

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File. PRISMA 2020 checklist.

    (DOCX)

    pone.0342631.s001.docx (31.4KB, docx)
    S2 File. Search strategy.

    (DOCX)

    pone.0342631.s002.docx (14.9KB, docx)
    S3 Table. Table of excluded studies.

    (XLSX)

    pone.0342631.s003.xlsx (17.8KB, xlsx)
    S4 Table. Assessment of risk of bias.

    (DOCX)

    pone.0342631.s004.docx (21.2KB, docx)
    Attachment

    Submitted filename: PONE-D-26-04211_reviewer.pdf

    pone.0342631.s005.pdf (2.1MB, pdf)
    Attachment

    Submitted filename: Revision PONE-D-26-04211.docx

    pone.0342631.s006.docx (14KB, docx)

    Data Availability Statement

    All datasets generated and analyzed, including the study protocol, search strategy, list of included and excluded studies, data extracted, analysis plans, and quality assessment, are available in the article and in the supporting files.


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