Abstract
Medication adherence, especially among children and adolescents with psychiatric disorders, is often seen as a major treatment challenge. The purpose of this study is to systematically review studies addressing specific aspects of parental factors that are positively or negatively associated with medication adherence among children and adolescents with psychiatric disorders. A systematic literature search of English language publications, from inception through December 2021, was conducted from PubMed, Scopus, and MEDLINE databases. This review has complied with Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement guidelines. A total of 23 studies (77,188 participants) met inclusion criteria. Nonadherence rates ranged between 8% to 69%. Parents’ socioeconomic background, family living status and functioning, parents’ perception and attitude towards the importance of medication taking in treating psychiatric disorders, and parents’ mental health status are significant parental characteristics associated with medication adherence in children and adolescents with psychiatric disorders. In conclusion, by identifying specific parental characteristics related to the medication adherence of children and adolescents with psychiatric disorders, targeted interventions on parents could be developed to guide parents in improving their child’s medication adherence.
Keywords: parenting, medication adherence, children and adolescent, mental illness
1. Introduction
Mental disorders in children and adolescents are common and possess a significant impact on their well-being in the long-run [1]. There are a number of reviews that have reported the significant increase in prevalence of mental disorders among children and adolescents, especially after the COVID-19 pandemic outbreak [2,3,4]. Globally, an estimated 13% of adolescents aged 10–19 years old [5] experienced mental disorders that are often times unrecognized and untreated [6,7]. Some of the most commonly diagnosed mental disorders among children and adolescents are Attention-Deficit/Hyperactivity Disorder (ADHD), behavioral problems, depression, and anxiety [1,7]. Since there are no definitions that established the exact boundaries of the psychiatric disorder concept, hence, as stated in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision (DSM-5-TR), mental disorders, also known as psychiatric disorders, may be conceptualized as a “clinically significant behavioral or psychological syndrome or pattern, associated with present distress or disability, and is not merely an expected response to common stressors and losses or a culturally sanctioned response to a particular event, instead was primarily a result of social deviance or conflicts with society, that occurs in an individual” [8] (p. 5). According to the WHO [7], failure to address and deal with adolescents onset mental health conditions may lead to suicide, which is one of the most devastating causes of death, especially among 15- to 19-year-olds. Adolescence is a transitional phase to adulthood that is marked by various biological, cognitive, and psychosocial changes [9]. Hence, it is a crucial period for family, educators, and the community, through various mental health interventions, to promote mental health among adolescents. However, one of the major challenges often faced by psychiatrists in promoting mental well-being and preventing mental health deterioration, especially among children and adolescents diagnosed with mental disorders, is medical adherence towards prescribed treatments and medication [10,11].
According to the WHO [12], medical adherence can be defined as the extent of an individual’s efforts or behavior in observing treatment-related instructions such as taking medication, following a recommended diet, modifying habits, attending treatment appointments, abiding to medication prescription, and corresponding with agreed recommendations from a healthcare professional. Non-adherence is seen as one of the major obstacles and common causes to the increase of mental illness relapses, hospitalization rates, morbidity, and other harmful outcomes [10,11,13,14,15,16]. In reviews conducted among adolescents with psychiatric disorders who were prescribed psychotropic medications or received treatment from psychiatric services, 28% to 75% prematurely dropped out of treatment, a median of 33% adolescents were medically non-adherent, 44% reported no reliable change, 6% reported reliable deterioration, and 13.2% were often re-hospitalized due to suicidal attempts made after discharge within a year [15,17,18,19]. There were not many studies conducted on medical adherence among children, ages 3 to 12 years old, with psychiatric disorder. Findings from Edgcomb et al. [19] suggest that in comparison with adolescents, children tend to have a higher likelihood of reporting adherence to medication. However, according to Edgcomb et al. [19], review on children and adolescents with psychiatric disorder, medical nonadherence is a widespread problem and should be provided with equal importance as children and adolescents with other chronic medical illnesses.
There are many determinants of medication adherence that were reported and categorized in various ways [11,14,16,20,21,22]. The WHO [12] suggested five main categories that covers the multidimensional phenomenon of adherence, which are: (1) socio-economic factors (low socioeconomic status, illiteracy, lack of family support); (2) provider-patient/health care system factors (poor medication distribution, therapeutic relationship); (3) therapy-related factors (complexity of medical regimens, duration of treatments or the immediacy of beneficial effects); (4) condition-related factors (severity of symptoms, rates of progression or level of disability); and (5) patient-related factors (knowledge and beliefs, self-determination). Clinical outcomes pertaining to adherence may be common across all branches of medicine; however, non-adherence among psychiatric patients, in comparison with patients receiving medication or treatment for physical conditions, poses additional challenges, such as having to deal with suicidal ideation and emotional outbursts, relapses as well as stigmatizing attitudes from the patient and the public, that increases the risks of morbidity [13].
Medication adherence, defined as the degree to which patients’ medication-taking behavior corresponds with the agreed, prescribed medication dosing regimen provided by a healthcare professional, is an important subset of the broad study of medical or treatment adherence [12]. The lack of medication adherence poses a significant impact in increasing the risk of psychiatric disorder recurrence and suicidality in adulthood [7,23,24]. Since children and adolescents are still under the purview of parents or parental caregivers, hence adherence among the younger age psychiatric patients are often times largely dependent on the ability of the parent or parental caregiver to understand and follow through with prescribed medication regimens [12].
Parental influence on children and adolescents’ well-being has been widely investigated. Parental influence is inclusive of all influences related to the paternal and maternal figure, that affects the physical, emotional, and intellectual development of a child [25]. According to a review conducted by Rohden et al. [26], parental factors such as income, age characteristics, family structure, parents’ well-being, parental care or neglect and parental arbitration on child’s adherence towards treatment and medication are salient aspects and can be seen as a risk or protective factor of a child’s well-being. Children or adolescents with a psychiatric disorder may possess limited knowledge on mental health and lack of ability in accessing the Child and Adolescent Mental Health Services (CAMHS), thus requiring parental supervision and guidance in overcoming structural barriers such as financial costs and logistical barriers, as well as adherence challenges such as monitoring symptom severity and ensuring the medication is administered appropriately [27]. Overall, parental factors can be seen as a crucial factor in maximizing good clinical outcomes or causing a major health setback.
There are few reviews that have reported the role of parents as one of the factors associated with medication adherence among children and adolescents with psychiatric disorder [10,15,16]. Both Edgcomb and Zima [10] and Häge et al. [15] investigated predictors of medication adherence only, while Timlin et al. [16] reviewed factors associated with adolescents’ adherence to both medication and non-pharmacological treatments in mental health. A total of 60 studies were reviewed in Edgcomb and Zima [10], Häge et al. [15], and Timlin et al. [16]. The reviews concluded that the range of medication nonadherence was wide, between 6% and 62%, and was considered a common problem in mental health care among children and adolescents with a psychiatric disorder. Factors such as illness severity, comorbidity burden or underlying diagnosis, substance use, and attention-deficit/hyperactivity disorder, age, sex, interpersonal care processes and the adolescent’s own beliefs towards treatment emerged as significant predictors of adherence. With regard to parental factors, the findings from these reviews suggests that positive attitudes or the level of support obtained from family members were associated with higher adherence among children and adolescents with psychiatric disorders [10,15,16]. Nevertheless, Timlin et al. [16] pointed out the fact that it is challenging to ensure adolescents’ medication adherence to prescribed treatment or medication regimens, as they are transitioning into adulthood and tend to become more independent of their parents. However, these reviews did not provide a clear synthesis of literature that highlights specific components of the parental factors associated with child/adolescent medication adherence. Häge et al. [15] also emphasized the need for future research that involves familial factors associated with medication adherence among children and adolescents with psychiatric disorders. Thus, the purpose of this review is to evaluate the peer-reviewed literature addressing specific aspects of parental factors that are positively or negatively associated with medication adherence among children and adolescents diagnosed with psychiatric disorders.
The specific questions addressed in this review were:
How was medication adherence and/or non-adherence among children and adolescents with psychiatric disorders defined?
What are the parental characteristics associated with medication adherence among children and adolescents with psychiatric disorders?
2. Materials and Method
2.1. Protocol
This review was performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and was registered with PROSPERO (CRD42021256211).
2.2. Search Strategy
A search of articles published relevant to parenting and medical adherence among children and adolescents with psychiatric disorders was conducted. The systematic search of English language publications, from inception through December 2021 was conducted using three main electronic databases: PubMed, Scopus, and MEDLINE. As shown in Table 1, searches were piloted, and as a result, a range of search terms with broader descriptions of parenting, medical adherence and psychiatric disorders were tailored to meet specific requirements of each database. All searches were placed within titles and abstracts to maximize the yield of a large data, ensuring as wide as possible a coverage in the review. In addition, through chain searching, reference lists of systematic reviews conducted by Edgcomb and Zima [10], Häge et al. [15], and Timlin et al. [16] were screened and eligible articles were included in this review.
Table 1.
Search terms and strategy used in PubMed, Scopus, and MEDLINE (EbscoHost).
| [1] | parent–child relations OR parents OR parenting style OR parent * OR parent * style OR parent * approach OR parenting OR positive parent * |
| [2] | medic * OR medicine OR medication OR medication adherence OR comply OR compliance OR medication compliance |
| [3] | mental * OR mental illness OR mental disorder OR mental issues OR schizophrenia OR psychiatric disorder OR psych * problem OR mental health OR bipolar disorder OR substance abuse OR psychiatric illness OR depression OR anxiety OR psychotic disorder OR obsessive compulsive disorder OR behavior disorder OR behavioral disorder |
| [4] | adolescent * OR adolesc * OR teenager OR teen * OR children OR child * OR youth |
Note. Truncation technique * for SCOPUS and PubMed.
2.3. Inclusion and Exclusion Criteria
The systematic searches were designed to identify studies that investigate the relationship of parental factors and child/adolescent medication adherence, targeting all children and adolescents, ages ranging from 1 to 19 years, who were prescribed medication for psychiatric conditions. The present review included studies that (1) were quantitative; (2) discussed any form of parental factor; (3) analyzed medication adherence as the outcome variable (i.e., adherence toward observing instructions on taking prescribed medications); and (4) were published in English or possessed English translations. Since this review is confined to including quantitative study design term only, hence pilot, validation, psychometric, preliminary, systematic reviews, meta-analysis, qualitative, randomized-controlled trial, interventional, and treatment-related studies were excluded from this review, increasing the robustness of findings derived from this review. Articles that discussed medical adherence among children and adolescents with psychiatric disorders yet without including any parental factor, and vice versa, were also excluded from the review.
2.4. Study Selection
A PRISMA flowchart documenting the process of study selection is shown in Figure 1. After the removal of duplicate publications using the Endnote Program X5 software, the study selection process was screened by two reviewers in three stages. All potential articles identified for inclusion, from eligibility assessment of title and abstract, were independently assessed. If the reviewers coded an article as potentially eligible, the full-texts were then retrieved and reviewed to confirm eligibility. Articles excluded at every stage are agreed to have met at least one of the exclusion criteria outlined. Any disagreement between the reviewers were discussed with a third reviewer until a consensus was reached.
Figure 1.
PRISMA flow diagram of search results. Note. PRISMA = Preferred Reporting Items for Systematic Reviews and Meta-Analyses (Edgcomb and Zima [10], Häge et al. [15], and Timlin et al. [16]).
2.5. Data Extraction
Data extraction was performed using a structured data collection sheet developed using the Microsoft Excel software and was piloted beforehand. As shown in Table 2, extracted data includes: (1) study identification features such as authors, year of publication; (2) study characteristics such as study design; and (3) population characteristics and sample size. Data was extracted by one reviewer (CRK) while the second reviewer (CQC) verified the completeness and accuracy of the extracted data. All available relevant data was extracted from the reviews and no additional information was sought from the authors.
Table 2.
Article characteristics (n = 23).
| Author | Country | Study Duration |
Study Design |
Study Setting/Study Location | Sample Population Characteristics | ||
|---|---|---|---|---|---|---|---|
| Total | Age Group | Excluded Participants | |||||
| Atzori et al. (2009) [28] | Sardinia, Italy | 36 months | Naturalistic Study | Center for Pharmacological Therapies in Children and Adolescent Psychiatry, an outpatient clinic of the Cagliari University Hospital, University of Cagliari | 134 children | 4–16 years old | (1) Severe side effects (defined as dysphoria=irritability, logorrhea, persistent involuntary movement or over focusing) (n = 12) (2) Lack of symptom improvement after at least one week of treatment (n = 10) (3) Parental decision, immediately after test doses or during the first 2 weeks of treatment (n = 31) |
| Ayaz et al. (2014) [29] | Turkey | 12 months | Not mentioned | Child psychiatry outpatient clinic of Sakarya University Training and Research Hospital | 877 children and adolescents | 6–18 years old | (1) Families were not reached by phone (n = 195) (2) Lack of sufficient data about the treatment efficacy and side effects after each medication switch conducted by clinicians (n = 276) |
| Bernstein et al. (2000) [30] | Not clearly mentioned | 8 weeks | Not mentioned | Recruited from a larger study of inpatient adolescents | 63 adolescents | 12–18 years old | (1) ADHD, conduct disorder, bipolar disorder (or history of bipolar disorder in a first-degree relative), eating disorder, alcohol/drug abuse, mental retardation, or a medical condition that could compromise safe use of tricyclicantidepressants (2) Adolescents taking other psychotropic medications |
| Burns et al. (2008) [31] | USA | 24 months | Prospective study | 4 private inpatient psychiatric hospitals in the mid-Atlantic region | 85 adolescents | 13.3–18.7 years old | (1) No parent or legal guardian resided in the extended metropolitan area (2) Adolescent had mental retardation, was severely neurologically impaired, or was psychotic and judged to be incapable of participating in the interview. |
| Bushnell et al. (2018) [32] | USA | 6 months | Not clearly mentioned | MarketScan Commercial Claims Database (enrollment files, inpatient and outpatient services, dispensed prescriptions) | 70,979 children | 3–17 years old | (1) Children with diagnostic codes for bipolar disorder, personality disorder, schizophrenia, or autistic disorder in the year before SSRI initiation (2) Children with parents who did not possess 6 months of insurance enrollment following SSRI initiation |
| Coletti et al. (2005) [33] | Not clearly mentioned | 1-month | Not mentioned | Participants were recruited by clinician referral and were receiving outpatient or day treatment services |
37 adolescents | 12–19 years old | (1) The presence of current psychotic features (2) Possess diagnosis of mental retardation |
| Dean et al. (2011) [34] | Not mentioned | Immediate | Cross-sectional survey | (1) Child and Youth Mental Health Service (CYMHS) provides child and adolescent tertiary care inpatient unit and three outpatient clinics (2) Participants were recruited via outpatient pharmacy services only |
84 children and adolescents | 18 years and below | Not mentioned |
| DelBello et al. (2007) [35] | USA | 12 months | Prospective study | Psychiatric Units of Cincinnati Children’s Hospital Medical Center (Inpatient setting) | 71 adolescents | 12–18 years old | Potential subjects were excluded by a diagnosis of mental retardation (IQ < 70) or a manic or mixed episode resulting entirely from an unstable medical or neurological disorder or acute intoxication or withdrawal from drugs or alcohol, as determined by symptom resolution within 72 h. |
| Demidovich et al. (2011) [36] | Not mentioned | 4 to 6 months | Not mentioned | Community or an outpatient clinic patients recruited through newspaper, radio advertisements and brochures sent to schools and local mental health centers and from program sites affiliated with the University of Pittsburgh Medical Center | 96 children | 6–11 years old | 565 patients excluded due to: (1) Concurrent individual or family participation in a treatment program for disruptive disorders (2) Current psychosis, bipolar disorder, MDD marked by significant vegetative signs, substance abuse, or an eating disorder (3) Suicidality with a plan or homicidality |
| Drotar et al. (2007) [37] | Not mentioned | 20 weeks | Prospective study | Outpatient children and adolescents | 107 patients | 5–17 years old | (1) A history of intolerance to Li serum concentration Q0.6 mmol/L, DVPX serum concentration Q50 2 g/mL (2) A history of a manic episode with a documented Li serum concentration Q1.0 mmol/L or DVPX serum concentration Q80 2 g/mL (3) The presence of a substance abuse disorder within the previous 6 months (4) Females who were pregnant, at risk of becoming pregnant, or nursing (5) The presence of a clinically significant abnormality on any baseline laboratory measure (thyrotropin blood level, comprehensive metabolic profile, complete blood count, prothrombin time/partial thromboplastin time, urinalysis, urine toxicology screen, and electrocardiogram) and in pulse or blood pressures at study entry (6) Clinical evidence of PDD or mental retardation. |
| Gearing et al. (2009) [38] | Ontario, Canada | 2 years | Retrospective follow-up longitudinal cohort | Psychiatric inpatient hospitals | 65 children and adolescents | below 18 years old | Psychotic symptoms were due to substance use or general medical conditions (metabolic or physiologic disorders) during index admission. |
| Ghaziuddin et al. (1999) [39] | Not mentioned | 6 to 8 months | Not mentioned | Adolescent Psychiatry Inpatient Program at a university hospital | 71 adolescents | below 18 years old | Not mentioned |
| Goldstein et al. (2016) [40] | USA | 6 months | Naturalistic Study | Child and Adolescent Bipolar Spectrum Services (CABS) clinic at Western Psychiatric Institute and Clinic at the University of Pittsburgh (Specialty Outpatient) |
21 adolescents | 12 year 0 months– 22 years 11 months |
Not mentioned |
| Harpur et al. (2008) [41] | United Kingdom | Not mentioned | Not mentioned | Participants from UK, US, Canada, Germany, Australia, Israel, Singapore, Republic of Ireland, South Africa, Brazil, and Malaysia recruited through UK ADHD clinics, US (New York) ADHD clinics, ADHD parent support groups, and the internet | 123 children | 5–18 years old | Not mentioned |
| Hoza et al. (2000) [42] | USA | 14 months | Exploratory study within the context of a well-controlled RCT | Participants recruited from 3 MTA (Multimodal Treatment Study of Children with ADHD) at Pittsburgh and Irvine sites |
105 children and adolescents | 7–10 years old | Reasons for nonparticipation varied and were not tracked systematically. However, the most common reasons were: (1) Late entry into the protocol (which did not allow time for additional testing before randomization into the main study) (2) Insufficient staffing at the site to allow for extra testing (3) Families declining additional testing beyond what was required for the main study (i.e., nonconsenting) |
| King et al. (1997) [43] | Not mentioned | 6 to 8 months | Naturalistic Study | Adolescent psychiatry inpatient unit | 51 adolescents | 13–17 years old | (1) Did not meet hospitalization period at baseline evaluation (n = 6) (2) Missing follow-up data (n = 13) |
| Moses (2011b) [44] | Not mentioned | Feb 2006 to Aug 2007 | Mixed-method | Recruited from a larger project; sample receiving wraparound mental health services in a midsized, Mid-western city | 50 adolescents | 12–18 years old | Not mentioned |
| Munson et al. (2010) [45] | USA | Not mentioned | Not mentioned | Participants were recruited through discussions with staff, posters and flyers within outpatient clinic at a large Midwestern university hospital, community mental health settings, and an alternative high school | 70 adolescents | 12–17 years old | (1) Had not taken psychiatric medication in the past 30 days (2) Had an IQ < 70 (3) Had a PDD, seizure disorder, or an organic brain disorder |
| Pérez-Garza et al. (2016) [46] | Mexico | 3 weeks to 6 months | Not mentioned | Child Psychiatric Hospital in Mexico City | 87 adolescents | 12–17 years old | Possess active medical comorbidities, drug abuse, and pregnancy |
| Pogge et al. (2005) [47] | USA | 90 days to 18 months | Naturalistic Study | Inpatients from private psychiatric hospital in Westchester County, New York | 86 children and adolescents | 6–18 years old | Refused to participate (n = 12) |
| Stewart & Baiden (2013) [48] | Ontario, Canada | Immediate | Cross-sectional study | Inpatient treatment in adult psychiatric facilities or units in Ontario | 3681 youth | 12–18 years old | Not mentioned |
| Timlin et al. (2014) [49] | Finland | Not mentioned | Not mentioned | Psychiatric inpatient care at the Oulu University Hospital in Finland | 72 adolescents | 12–17 years old | (1) Subsequent treatment was carried out in a children’s psychiatric ward (n = 5), since these wards apply different treatment methods from adolescent psychiatry wards (2) Adolescents did not receive the intended treatment after leaving the acute admission ward (n = 4) |
| Woldu et al. (2011) [50] | Not mentioned | 6 to 12 weeks | Not mentioned | Recruited through the Treatment of Resistant Depression in Adolescents (TORDIA) study | 190 adolescents | 12–18 years old | (1) Possess mania, psychosis, developmental disabilities, substance abuse or dependence, chronic disease (2) Those on a daily medication with psychotropic properties, except for participants who were on a stable dose of a stimulant for ADHD (3) Pregnant or lactating female |
2.6. Quality Assessment
The quality of the paper included was assessed using the “Strengthening the Reporting of Observational Studies in Epidemiology (STROBE)” checklist by von Elm et al., [51]. There are 22 proposed items in the checklist, with items number 6, 12, 14, and 15 having specific variations that assessed 6 components for cohort, case–control and cross-sectional studies. The absence or presence of component stated in each item from the article will be graded with a “0” or a “1”, respectively. A total STROBE score of ≥14/22 assessed for each article are graded as ‘low risk bias’, while articles with a total STROBE score of <14/22 are graded as ‘high risk bias’. The results of the study quality assessment are shown in Supplementary Table S1, where 16 of the articles were rated to be at low risk of bias while the remaining 7 were rated to be at high risk of bias. Common reasons for loss of points in articles were: lack of reporting on potential sources of bias; not addressing the handling of missing data; lacking sample size justifications; insufficient description of statistical analyses; and not reporting of effect sizes, confidence intervals, and funding details.
2.7. Statistical Analysis
Due to the differing data sources, heterogeneity and/or the small number of studies included in this review, a quantitative analysis was considered inappropriate and unsuitable. Instead, a narrative overview of the data from included studies (e.g., study characteristics, participants, outcomes, and findings) were presented with tabular summaries for an overall description in this review. The data were synthesized by categorizing the components of parental factors and psychiatric disorders the studies examined. Medication adherence outcomes were extracted and used as the main findings for this review. All data in the table were harmonized so that the influence on adherence refers to an increase in the factor regardless of whether the factor is positive (i.e., associated with higher medication adherence) or negative (i.e., associated with lower medication adherence).
3. Results
In total, 3006 articles pertaining to both parental factors and medication adherence factors among children and adolescents with psychiatric disorders were identified from three databases: Scopus (413), PubMed (2044), MEDLINE (549), and chain searching (60). Then, a total of 2531 unduplicated articles were further screened through title and abstracts. Specifically, 532 articles were duplicates and 2265 articles were irrelevant. The remaining 40 eligible articles, after title and abstract screening, were reviewed in their entirety, resulting in the further removal of 17 articles that failed to meet all necessary criteria: parental factors were not thoroughly discussed [52,53,54,55,56,57,58]; target population was not the child or adolescent population with psychiatric disorders [59,60]; outcome measures were not focused on medical adherence [61,62,63,64]; and medication adherence was not measured based on administering psychotropic medications [65,66,67,68]. Finally, only 23 articles were included in this review.
3.1. Summary of Study Characteristics
A total of 77,188 children and adolescents with psychiatric disorders and whom were prescribed psychotropic medication were included in this review (Table 2). A majority of 15 studies was conducted in the United States of America. There were two studies conducted in Canada [38,48], and one study each conducted in Italy [28], Turkey [29], Australia [34], the United Kingdom [41], Mexico [46], and Finland [49]. Even though Harpur et al. [41] conducted the study in the United Kingdom, however participants from Canada, Germany, Australia, Israel, Singapore, Republic of Ireland, South Africa, Brazil, and Malaysia participated in the study through the internet.
Participants were largely recruited from clinical settings, such as the inpatient (n = 10) and outpatient (n = 8) clinical psychiatric facilities. Harpur et al. [41] and Pérez-Garza et al. [46] recruited participants from clinics, yet specific services in which participants were treated were not mentioned. Additionally, Harpur et al. [41] also recruited participants in the community though parent support groups and the internet. Similarly, Demidovich et al. [36] recruited participants through newspapers, radio advertisements, and brochures sent to schools and local mental health centers, as well as program sites affiliated with the University of Pittsburgh Medical Center. On the other hand, Bushnell et al. [32] utilized enrollment files, inpatient and outpatient services, and dispensed prescriptions obtained from the MarketScan Commercial Claims database to identify and recruit participants. Three studies recruited participants from a larger project or separate study [42,44,50].
Almost all studies included in this review (n = 22) possess participants from the adolescent age group. A total of nine studies recruited both children and adolescent participants, with a minimum age of 3 years and a maximum of 18 years. Among the included studies, Demidovich et al. [36] was the only study conducted among children only, with ages ranging between 6 to 11 years old. The included studies employed naturalistic (n = 4), prospective (n = 3), cross-sectional (n = 2), exploratory (n = 1), retrospective (n = 1), and mixed-method (n = 1) study designs. The remaining eleven studies did not mention the study design. The study duration was mentioned in nearly half of the studies (n = 20) included in this review, and they were from a minimum of 3 weeks to a maximum of 3 years.
A total of 18 studies clearly reported the prevalence of medication adherence/nonadherence among the children/adolescents [28,29,31,32,33,34,35,36,38,39,40,43,44,45,47,48,49,50]. The proportion of partial or complete medication adherence ranged from 27% to 78%, while the proportion of medication nonadherence ranged from 8% to 69%.
3.2. Parental Factors Associated with Child/Adolescent Medication Adherence
Detailed information on the association of parental factors and offspring medication adherence is presented in Table 3.
Table 3.
Association between parental factors and medical adherence.
| Reference | Parental Factors | Results | Findings | Assessment Measures |
|---|---|---|---|---|
| Atzori et al. (2009) [28] |
|
100 out of 134 total participants were living with both parents:
|
|
|
| Ayaz et al. (2014) [29] |
|
|
|
|
| Bernstein et al. (2000) [30] |
|
|
|
|
| Burns et al. (2008) [31] |
|
Parent ratings of pharmacotherapy treatment being helpful:
|
|
|
| Bushnell et al. (2018) [32] |
|
24,167 out of 70,979 children whose parents have high medication adherence:
|
|
|
| Coletti et al. (2005) [33] |
|
Parents reports:
|
|
|
| Dean et al. (2011) [34] |
|
42 out of 84 children provided information on situations where doses were most likely to be missed:
|
|
|
| DelBello et al. (2007) [35] |
|
Mean score of socio-economic status 3.3 (SD = 1.7) |
|
|
| Demidovich et al. (2011) [36] |
|
29 (30%) parents of the children declined medication for ADHD. |
|
|
| Drotar et al. (2007) [37] |
|
Maternal education attainments (n = 86)
|
|
|
| Gearing et al. (2009) [38] |
|
|
|
|
| Ghaziuddin et al. (1999) [39] |
|
Children living with:
|
|
|
| Goldstein et al. (2016) [40] |
|
Mean scores of completed self-reports:
|
|
|
| Harpur et al. (2008) [41] |
|
365 parents reported children adherence:
|
|
|
| Hoza et al. (2000) [42] |
|
105 children with their parents (100 mothers, 57 fathers) |
Primary analysis:
|
|
| King et al. (1997) [43] |
|
Not mentioned |
|
|
| Moses (2011) [44] |
|
|
|
|
| Munson et al. (2010) [45] |
|
|
|
|
| Pérez-Garza et al. (2016) [46] |
|
|
|
|
| Pogge et al. (2005) [47] |
|
|
|
|
| Stewart & Baiden (2013) [48] |
|
|
|
|
| Timlin et al. (2014) [49] |
|
|
|
|
| Woldu et al. (2011) [50] |
|
Not mentioned |
|
|
A few studies investigated the association between family socioeconomic status with medication adherence among children and adolescents (n = 5). Socioeconomic status was found to be positively associated with medication adherence in DelBello et al. [35], Demidovich et al. [36], and Harpur et al. [41]. Bernstein et al. [30] on the other hand reported no significant association between socioeconomic status and medication adherence. Another sociodemographic factor studied in conjunction with children and adolescents medication adherence was parental education (n = 3). It was found that there was no statistically significant relationship between parental education level and medication persistence or commitment [29,37]. Even though Moses [44] reported a positive correlation (p < 0.05) between parents’ education and youth’s commitment to medication, when multiple logistic regression was utilized to evaluate the predictive value of the significant correlates, parent education then demonstrated a non-significant statistical trend (p = 0.08).
Besides that, several studies investigated the influence of family living status on medication adherence and found that there was no significant association [39,40,43,44,48]. In contrast, Atzori et al. [28] stated that youths with poor family structure or are not living with both parents led to a lack of psychotherapy or educational resources to cope with their mental health condition, which in turn made medication the more accessible treatment in comparison to long-term therapy sessions.
Apart from family living status, the role of family functioning and relationship on child or adolescent medication adherence were also investigated. In this regard, family functioning or parental involvement in the child’s medication routine is a strong predictor studied in many articles related to child/adolescent medication adherence (n = 11). All studies included in this review that investigated family functioning and relationship reported that dysfunctional families, with the least affectionate parent–child relationship predicting low medication adherence [30,37,42,43,44,48,49]. Regarding family support, there were several studies that reported non-statistically significant relationship between family support and child/adolescent medication adherence [36,38,40]. In a study conducted by Gearing et al. [38], increased social support was not associated with improved adherence due to the precipitated bias reported from excluding participants with high levels of family support in the study.
Parents’ psychological health, substance use, history of psychotropic medication or psychiatric disorders and lifetime history of parental hospitalization were factors studied in association with their child’s medication adherence (n = 7). According to Burns et al. [31] and Gearing et al. [38], current psychopathology of parents was associated with lower medication adherence of their child, whilst a history of psychopathology was not significantly associated. Similarly, Drotar et al. [37] stated that lifetime history of maternal (r = −0.31; p < 0.01) and paternal (r = −0.44; p < 0.01) hospitalization for psychiatric illness was associated with their child’s medication nonadherence. According to King et al. [43] the mother’s depressive, paranoid, and hostile symptoms were associated with worse medication follow-through of the child.
Similarly, Bushnell et al. [32] also reported that among the number of psychiatric diagnoses that were evaluated in either parent of each child, parent substance use disorder diagnosis was identified as an independent predictor of child’s adherence. However, in contrast, Demidovich et al. [36] and Timlin et al. [49] stated that there was no significant connection observed between parent’s psychiatric problems or substance use towards the child’s medication adherence. Despite having observed a significant association between mother’s depressive, paranoid and hostility symptoms towards the child’s medication adherence, King et al. [43] did not fail to also report that mother’s anxiety symptoms and father’s psychopathology were seen to be non-significant to the child’s medication adherence. According to Bushnell et al. [32], parents’ psychological conditions may be seen as a significant predictor to child/adolescent nonadherence. However, parents with psychiatric disorders who partake in preventative measures or healthy medication adherence behaviors, such as taking daily medications, making trips to the pharmacy, and parents well/preventative visits, encourage adherence in the child [32]. Consequently, parental behavior or attitudes toward psychotropic medication is another major factor which was studied in conjunction with child/adolescent medication adherence (n = 8). In a study conducted by Coletti et al. [33], it was reported that more information is needed to confirm the association between perceived effectiveness and psychiatric condition medication adherence. However, over the years, many studies have reported a significantly positive association between parent’s perceived efficacy and acceptability of psychotropic medication towards the child’s medication persistence or adherence [29,31,41]. Parental self-efficacy, resiliency, emotional support for the child, stigma, perceived costs of medication and parent request of medication discontinuity are of the several parental behaviors that have been reported to decrease the likelihood of the child’s medication adherence [36,41,47].
3.3. Definition of Medication Adherence and Nonadherence
The definition of medication adherence varied across studies, depending on the prescription of medication and clinical outcome. However, the definition of nonadherence, as discontinuation or termination of medication at any given time, seems to be a commonly used definition in all studies. In a study conducted by Moses [44], medication adherence is seen as an expression of commitment, hence the terms used to classify adherent and non-adherent youths in this study are “committed” and “less committed”. In studies conducted by Ayaz et al. [29], Bushnell et al. [32], and Demidovich et al. [36], “medication acceptors/medication persistence” or “medication refusers/discontinuation” were some of the synonymic terms used to address adherence, however the term “compliance/adherence” or “noncompliance/nonadherence” were among the common terms often used interchangeably (cf. Table 4). Majority of the studies (n = 20) included in this review mainly attempted to investigate medication adherence among children or adolescents with psychiatric disorders. However, there are three studies of which objectives were not focused on investigating medication adherence, nonetheless were included in this review. Demidovich et al. [36] reported significant effects of parental medication acceptability and a child’s decision to accept or refuse medication recommendation after the administration of a modular psychosocial treatment, hence were included in this review. Similarly, Hoza et al. [42] emphasizes the primary role of parents as implementers of treatment, indirectly predicting the success or failure of children treatment outcomes. A study conducted by Harpur et al. [41] was mainly focused on describing the psychometric properties of the Southampton ADHD Medication Behavior and Attitudes (SAMBA) scale. Nevertheless, this article was still included in this review due to the reliable and valid function of the scale in measuring parental stigma that significantly predicts pediatric medication adherence.
Table 4.
Description of medication (non)adherence assessment.
| Reference | Disorders | Medication | Definition of Adherence or Non-Adherence | Assessment of Adherence or Non-Adherence | % of Adherence | Factors of Adherence or Non-Adherence |
|---|---|---|---|---|---|---|
| Atzori et al. (2009) [28] |
|
|
Good Compliance
|
Checked by the physician for 36 months:
|
n = 134 children ages 4–16 years
|
|
| Ayaz et al. (2014) [29] |
|
|
Medication persistence
|
In a period of 12 months after initiation of treatment:
|
n = 877 children and adolescents ages 6–18
|
|
| Bernstein et al. (2000) [30] |
|
|
Noncompliance
|
Pill count and blood levels for a period of 8 weeks | n = 63 adolescents ages 12–18 years * |
|
| Burns et al. (2008) [31] |
|
|
Noncompliance
|
Participant fill in the Child and Adolescent Services Assessments at T1, T2, T3, T4 and T5 during the 2-year follow-up |
n = 85 adolescents ages 13.3–18.7 * years
|
|
| Bushnell et al. (2018) [32] |
|
|
Adherence
|
To capture SSRI adherence, SSRI agents assessed the:
|
n = 70,979 children ages 3–17 years
|
|
| Coletti et al. (2005) [33] |
|
|
Optimal adherence
|
Adolescent psychopharmacologic regimen and adherence measured using a parent questionnaire. |
n = 37 adolescents ages 12–19 years
|
|
| Dean et al. (2011) [34] |
|
|
Medication adherence
|
A 20-min single face-to-face structured interview about medication routine in the past week with parent or child, depending on the primary responsibility for medication taking, was conducted immediately after recruitment using the:
|
n = 84 children and adolescents ages ≤ 18 years
|
|
| DelBello et al. (2007) [35] |
|
|
Adherence
|
Medical records of medication use for 12-months post-hospitalization were obtained to assess adherence. |
n = 71 adolescents ages 12–18 years
|
|
| Demidovich et al. (2011) [36] |
|
Psychosocial treatment to encourage intake of:
|
|
Followed participants through the first 4 weeks to measure adherence via:
|
n = 96 youths of ADHD cases ages 6–11 years
|
|
| Drotar et al. (2007) [37] |
|
|
Nonadherent
|
Both primary and secondary measures were administered for 20 weeks.
|
n = 107 adolescents ages 5–17 years
|
|
| Gearing et al. (2009) [38] |
|
|
Medication adherence
|
Adherence was measured from the date of discharge (T1) until relapse, identified by readmission to a hospital for a minimum of 3 days for recurrence of psychotic symptoms, or until follow up (T2), minimum 2 years post-discharge, range 24 months to 6.8 years, via parent report in Information Update Profile Sheet. |
n = 65 children and adolescents ages < 18 years
|
|
| Ghaziuddin et al. (1999) [39] |
|
|
Compliance
|
Follow-up telephone interview, 6–8 months post-hospitalization on:
|
n = 71 adolescents ages < 18 years *
|
No conclusion of factors of adherence can be drawn from this study |
| Goldstein et al. (2016) [40] |
|
|
Poor adherence
|
Both objective and subjective methods were administered for 6-months. Objective methods: electronic pillbox (MedTracker ratings: adherent dose, wrong-time dose, wrong-day dose, dose omission)Subjective methods rated on a 1–5 rating scale by adolescents, parents and prescribing physicians:
|
n = 21 adolescents ages 12 year 0 months–22 years 11 months
|
|
| Harpur et al. (2008) [41] |
|
|
Not clearly defined | Self-reported hard paper copies/online of the Southampton ADHD Medication Behavior and Attitudes scale (SAMBA; information from the parent and child about medication routine in the past 3 months and factors associated with adherence) | n = 123 children ages 5–18 * years |
|
| Hoza et al. (2000) [42] |
|
MTA Treatment in 4 groups:
|
Non-compliance
|
Self-reported measure by parent and teachers for a period of 14-months through the:
|
n = 105 children and adolescentsages 7–10 * years |
|
| King et al. (1997) [43] |
|
|
Adherence coded at:
|
Structured telephone interviews for a follow-up period of 6-months |
n = 51 adolescents ages 13–17 years was recommended psychoactive medication
|
|
| Moses (2011b) [44] |
|
|
“Committed”
|
Qualitative semi-structured interview immediately after recruitment via:
|
n = 50 adolescents ages 12–18 years
|
|
| Munson et al. (2010) [45] |
|
|
Fully adherent
|
Self-reported adherence was measured by a single indicator ‘‘I [My child] take my medication just as it is prescribed.’’ with response options:
|
n = 70 adolescents ages 12–17 years
|
|
| Pérez-Garza et al. (2016) [46] |
|
|
Medication adherence
|
Self-reported Rating of Medication Influences (ROMI) administered throughout a 6-month follow-up. The ROMI contained:
|
n = 87 adolescents ages 12–17 years * | Females in this study showed an inconsistent adherence. Males factors of adherence are:
|
| Pogge et al. (2005) [47] |
|
|
Adherence
|
Structured interview with patients, who are contacted after an average of 10 months discharge from hospital, about each medication prescribed, experience of various side effects, patients’ beliefs about medication, as well as drug and alcohol use. |
n = 86 children and adolescents ages 6–18 years
|
|
| Stewart & Baiden (2013) [48] | Not stated | Not stated | Nonadherence
|
Resident Assessment Instrument for Mental Health (RAI-MH) completed by trained clinical hospital staff using all sources of information available including interviewing patients, family, friends, clinical chart notes, clinical observation, etc. |
n = 3681 youths ages 12–18 years
|
|
| Timlin et al. (2014) [49] |
|
|
Full adherence
|
Hospital records or case notes through a clinical follow-up project of STUDY-70 |
n = 72 adolescents ages 12–17 years
|
|
| Woldu et al. (2011) [50] |
|
|
Nonadherence
|
The adherence rate was measured after 6 and 12 weeks of treatment via:
|
n = 190 adolescents ages 12–18 years
|
|
Note: ADHD = Attention Deficit Hyperactivity Disorder; ODD = Oppositional Defiant Disorder; PTSD = Post-Traumatic Stress Disorder; OCD = Obsessive-Compulsive Disorder; MDD = Major Depressive Disorder; CD = Conduct Disorder; GAD = Generalized Anxiety Disorder; NOS = Not Otherwise Specified; MPH = Methylphenidate; ATX = Atomoxetine; DEX = Dextroamphetamine; MAS = Mixed Amphetamine Salts; SSRIs = Selective Serotonin Reuptake Inhibitors; * no (further) information on % of adherence provided in publication.
All articles included in this review conducted quantitative methods in measuring medication adherence of children and adolescents with psychiatric disorder. Medication adherence was assessed through questionnaires or scales in eleven studies [29,31,33,36,38,40,41,42,45,46,48], structured or semi-structured interviews in six studies [29,34,39,43,44,47], manual or electronic pill counts in five studies [28,30,37,40,50], clinical measurements such as blood levels, serum concentration, etc. in three studies [30,32,37,50], and hospital medical records in two studies [29,35,44,49]. In fourteen of the studies, adherence among children or adolescents with psychiatric disorders was assessed on the basis of questionnaires or interviews with the parents, caregivers, or physicians. In a study conducted by Dean et al. [34], medication adherence was reported primarily by the child and verified by the parents’ report of their child’s medication adherence through an open-ended question on parental involvement in medication monitoring. Similarly, instead of solely relying on self-report medication adherence from patients, Goldstein et al. [40] and Moses [44] also referred to Supplemental Data, such as pill count and medical records, as part of an objective form in measuring medication adherence. Studies conducted by Burns et al. [31], Harpur et al. [41], and Munson et al. [45] correlated the scores to ensure an agreement is reached between parent and child report of adherence. Likewise, Pogge et al. [47] reviewed and corroborated adherence assessment with additional informant when patient’s assessments appeared unreliable.
4. Discussion
The main objective of this review was to summarize existing evidence of the associations between parental factors and medical adherence among children and adolescents with psychiatric disorders. This study also sought to summarize the definition of medication adherence as employed in the reviewed studies. The overall findings from the 23 studies included in this review reflect the ubiquitous impact parents have in effects to the child’s medication taking behaviors. Since the number of included studies was low and the quality of evidence varied across studies, the review only allows a narrow look at the various factors of medication adherence among children and adolescents with psychiatric disorders. However, in comparison with three other systematic reviews conducted to explore general factors of medical adherence among children and adolescents with psychiatric disorders, this review reports the results of a thorough investigation on parental factors associated with children and adolescents medication adherence. Parental factors were described in various aspects, the most common being parent’s socioeconomic background, family living status and functioning, parent’s perception and attitude towards the importance of medication taking in treating psychiatric disorders, and parental mental health status.
Most studies that investigated the relationship between socioeconomic status and child/adolescent medication adherence showed a significant positive relationship between the variables [35,36,41]. Socioeconomic background has been consistently associated with disparities in child and adolescent mental health [69,70]. This review further confirmed that socioeconomic status may have contributed to mental health disparities through medication adherence. Families with low socioeconomic status may perceive the costs of mental health medication and treatment as an additional burden instead of a need, hence leading to higher levels of nonadherence [35,36,41]. However, reasons were unknown as to why lower and lower-middle socioeconomic status families in the study conducted by King et al. [43] reported higher rates of complete medication follow-through compared to other families.
The findings of this review emphasizes the importance of parent’s perception and attitude towards medication or treatment, which drives children and adolescents’ medication adherence. Parents’ positive attitudes may influence the child or adolescent’s own attitudes toward medication, which in turn predicted the latter’s adherence [16]. A study conducted by Demidovich et al. [36] stated that parents with high self-efficacy and emotional support were associated with medication refusal. Parents lowered sense of impairment related to the child’s symptom severity and their perception of own ability as sufficient in dealing with the child’s psychiatric disorders, reflects a form or parental resiliency, that resulted in the low perceived need for any medication intervention or medication refusal [36]. Correspondingly, psychiatric disorders are often times subject to stigmatization and may also provide further explanation to parents lowered sense of impairment of the child’s symptom severity and lack of motivation to facilitate medication adherence. Stigma was seen to be positively correlated with perceived costs of psychiatric medication and resistance which then directly discourages the child’s medication adherence [41]. According to Atzori et al. [28], the psychiatrist’s approval of parental request for a weekend drug holiday, as part of accurate treatment planning, have significantly contributed to high medication adherence and progressively demystifies stigma and parent’s negative behavior or attitude towards psychotropic medications.
Several studies have shown that parents’ current psychopathology or a history of hospitalization for a psychiatric disorder was associated with lower medication adherence among their offspring [31,37,38]. However, when the type of psychopathology was taken into consideration, there were mixed findings, such as the inconsistent results found in the association between substance use disorders and child medication adherence [32,36,49]. This may point to the relative influence of other factors ensuing from parental psychopathology. For example, parents with a current psychological disorder may be experiencing active symptoms which leads to an inability to cope with the responsibilities of parenting as well as the complexity of psychiatric treatment regime [32,43,48]. A history of hospitalization for psychological disorders may also indicate more serious psychopathology compared with those with no hospitalization history. Parents with poor mental health may also feel overwhelmed by the additional responsibility of caring for their child who is also facing a mental health condition, and therefore may not be able to closely monitor their child’s medication intake, thus leading to non-adherence among their children [48]. These findings are important, as it shows the importance of providing parents who are also struggling with a mental health condition, with adequate support and skills to ensure the successful medical treatment of their children.
The studies reviewed showed that family living status was not correlated with the child or adolescent’s medication adherence [39,40,43,44,48]. Instead, interpersonal factors which permeated family functionality and relationships were more important. The findings are similar to Timlin et al.’s [16] systematic review of factors contributing to adolescents’ adherence to mental health and psychiatric treatment, which included parental support and family cohesion. Family functioning that are problematic or chaotic with low adaptability, least affectionate and uninvolved in the child’s treatment regime were significantly associated with greater noncompliance with medications [30,34,37,43,44,48,49]. According to Dean et al. [34], even though children tend to have greater responsibility for medication administration as they grow older, it is important for parents to still maintain some parental involvement in medication routines. Woldu et al. [50] further emphasized that parental involvement in the child’s medication regimes should persist in not just younger adolescents but also in those who are distractible and forgetful. In contrast, Timlin et al. [49] reported that the child’s close relationship with the mother is a statistically significant factor in predicting nonadherence. The reason remains unknown and in need of clarification as to whether the children/adolescents’ mothers were opposed to treatments [49].
The definitions of adherence and methods used in assessing medication adherence in the 23 studies that were included in this review varied widely. Self-reported measurements such as questionnaires and interviews with children and adolescents were used to obtain information about medication adherence. Self-reported and subjective report of adherence is a feasible method to obtain information as it is less costly and is correlated with clinical outcomes [71]. However, the self-report methods have their weaknesses, including the inability to ascertain the veracity of the reports, and not being able to control for over- or under-reports of adherence [72]. Self-reported adherence may be even more problematic for children and adolescents as they are vulnerable to responding in a socially desirable manner and young children may have difficulty in understanding the concept and measures of medication adherence. Therefore, corroboration of self-report results are conducted with other-report (e.g., Pogge et al., [47]) and objective measures were also employed, such pill counts (e.g., Atzori et al., [28]), clinical measurements such as serum concentration (e.g., Bernstein et al., [30]), and accessing hospital records (e.g., Ayaz et al., [29]). Therefore, both subjective and objective measures of adherence are important, and should be used in combination to obtain the most rigorous results.
4.1. Strengths and Limitations
One major strength of this review lies in the attempt to address the importance of parental characteristics in effects to medical adherence among children and adolescents with psychiatric disorder. There was a range of parental factors addressed in this review inclusive of parent’s sociodemographic or socioeconomic characteristics, parenting style, and family functioning, parent’s social characteristics such as perception, stigma and beliefs, as well as parental psychopathology. Due to relative study of heterogeneity in differing components of parental factors, a meta-analysis was not possible. However, the review process was systematic and all studies included were assessed based on strict eligibility and exclusion criteria to ensure all relevant articles were included in this review. In a similar way, the diversity of medical adherence measures across the articles included in this review were positively seen as a means to reduce or overcome information bias. Nevertheless, it may have also contributed to varying results that prevented causal conclusions from being drawn. All the articles included in this review were limited to English peer-reviewed and published articles in international databases, possibly leaving potential studies published in other languages as well as gray literatures and unpublished articles outside the review. This thus affects the applicability of the review as it confines the generalization of the findings. Consequently, further research is needed to address these constraints and guide the improvement of medication adherence among children and adolescents with psychiatric disorder.
4.2. Future Research
The findings of this review will be able to inform future research of the importance of parental factors towards medication adherence. According to the second question addressed in this review, it is shown that parental characteristics, such as parent’s perception and attitude towards medication, parent’s current psychopathology, and parental support or family functioning are significantly associated with medication adherence among children and adolescents with psychiatric disorders. In relation to that, adopting effective positive parenting approaches, such as positive discipline parenting [73] and strength-based parenting [74] that aims to cultivate positive situations, processes, and qualities in children and adolescents, would facilitate the design of tailored strategies to improve adherence in these patients. In addition, this study also found that parental attitudes toward medication was associated with the adherence of their children. Therefore, future studies could investigate methods to improve parental attitudes toward medication. The findings that parents with current psychopathology and a history of hospitalization for psychiatric disorder may indicate the need to further investigate systemic and holistic intervention methods for families dealing with intergenerational psychiatric disorders.
5. Conclusions
This study aimed to systematically review studies on parental factors that were associated with medication adherence among children and adolescents with psychiatric disorders. Results from total of 23 studies reviewed showed that medication nonadherence was a highly prevalent and widespread problem among children and adolescents with psychiatric disorders. We found that parents’ socioeconomic backgrounds, family living statuses and functionings, parents’ perceptions and attitudes towards the importance of medication taking in treating psychiatric disorders, and parents’ own mental health statuses were significant parental characteristics associated with their offsprings’ medication adherence. The present study paves the way for future research by allowing active participation of the parents in improving the child’s medication adherence.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/healthcare11040501/s1, Supplementary Table S1: Quality assessment of the studies included based on STROBE.
Author Contributions
Conceptualization, C.R.K., C.S.S., K.W.L. and N.I.; Data curation, C.R.K., C.S.S. and C.Q.C.; Formal analysis, C.R.K., K.W.L. and C.S.S.; Funding acquisition, M.C.H. and V.S.; Methodology, C.R.K., K.W.L. and N.I.; Supervision, N.I. and C.S.S.; Validation, V.S., U.V., F.A.S., F.N.A.R., M.R.T.A.H., M.K., F.L.A. and A.N.Y.; Visualization, C.R.K.; Writing—original draft, C.R.K., K.W.L., C.S.S., C.Q.C., M.C.H., U.V., F.A.S., F.N.A.R., M.R.T.A.H., M.K., F.L.A., A.N.Y. and R.S. Writing—review and editing, C.R.K., N.I. and V.S. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Data can be obtained from the corresponding author upon reasonable request.
Conflicts of Interest
The authors declare that they have no conflict of interests.
Funding Statement
This research received its funding from the Fundamental Research Grant Scheme (FRGS/1/2020/SS0/UCSI/02/1) from the Ministry of Higher Education, Malaysia. The funder had no role in study design, data collection and analysis, decision to publish or publish or preparation of the manuscript.
Footnotes
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Data Availability Statement
Data can be obtained from the corresponding author upon reasonable request.

