Skip to main content
Cureus logoLink to Cureus
. 2024 Dec 1;16(12):e74922. doi: 10.7759/cureus.74922

The Effect of Personality Traits on Patient Compliance With Clear Aligners

Salma H Ghoneim 1,, Khaled S Afif 1
Editors: Alexander Muacevic, John R Adler
PMCID: PMC11614360  PMID: 39629292

Abstract

Introduction: Patient compliance is crucial for achieving optimal outcomes in clear aligner (CA) therapy. Compliance may be influenced by various factors, including demographics, level of education, doctor-patient interaction, and personality traits based on the Big Five Inventory (BFI), which assesses openness, conscientiousness, extraversion, agreeableness, and neuroticism. This study investigates the relationship between personality traits and compliance among CA patients.

Methods: A cross-sectional study was conducted with 67 participants aged 12-60 undergoing CA treatment in Jeddah, Saudi Arabia. Patients completed an online questionnaire that assessed compliance behavior and personality traits using the BFI-10 tool. Data were statistically analyzed using SPSS software, version 26 (IBM Corp., Armonk, NY), to examine correlations between personality traits, demographic factors, and adherence to CA therapy. Compliance was scored based on adherence to follow-up visits and aligner wear time.

Result: The study revealed that 34 participants (50.75%) demonstrated high adherence to the prescribed regimen. Males showed significantly higher compliance than females (p ≤ 0.05). Participants aged 12-34 exhibited the highest adherence rates (p ≤ 0.05), and those undergoing treatment for one year or less were also more compliant (p ≤ 0.05). Notably, satisfaction with one's smile did not significantly correlate with adherence (p > 0.05), contradicting the assumption that dissatisfaction with appearance drives better compliance. Furthermore, no significant association was identified between personality traits across any BFI domain and adherence.

Conclusion: Despite the hypothesis that personality traits influence patient compliance, this study did not find a significant correlation. These findings suggest that factors other than personality traits may be more critical to adhering to CA treatment. The results highlight the need for further research to explore additional variables that may impact patient compliance in orthodontic therapy.

Keywords: adherence, bfi-10, big five inventory, clear aligner treatment, demographic factors, orthodontics, orthodontic treatment compliance, patient compliance, personality and treatment compliance, personality traits

Introduction

Ensuring compliance with clear aligner (CA) therapy is crucial for attaining desired treatment outcomes. Patients are advised to wear aligners 22 hours a day [1,2]. Hence, the most significant factor in the effectiveness of CA treatment remains compliance during all phases of treatment [3]. Numerous variables, including socioeconomic and demographic factors, level of education, doctor-patient relationship, general treatment information, family history, regimen, comfort, the influence of the treatment provider, and parental supervision, impact the overall compliance of patients. According to Lim et al. [4], the main obstacles to wearing removable orthodontics were speech difficulties, discomfort, and forgetfulness. Furthermore, they found that employment status and age can affect patient compliance.

An individual's personality traits are another variable affecting compliance. Personality is considered an intrinsic factor that represents a distinctive feature of an individual, shaped by different behaviors, thoughts, and feelings. The Big Five Inventory (BFI) identifies five personality traits: openness, conscientiousness, extraversion, agreeableness, and neuroticism, each with distinct characteristics [5]. Initially consisting of 44 questions (BFI-44), the inventory also has a shorter version (BFI-10) with 10 questions to measure these traits. This brief form is considered a valid and reliable tool for assessing personality and can be completed in one minute [6]. The BFI has been translated into various languages, including Arabic, with proven reliability [7].

Many studies have explored the factors influencing compliance, including age, gender, employment status, and socioeconomic background [8,9]. Research consistently shows that personality traits also play a role in compliance across various fields [10,11]. Specifically, traits such as agreeableness and conscientiousness tend to have a positive association with compliance [12], whereas neuroticism and extraversion are often linked to lower compliance levels [13].

A study evaluated the relationship between personality traits and willingness to endure various orthodontic treatment procedures, such as mini-screw placement, avoiding hard or sticky food, or wearing retainers, headgear, elastics, and aligners. The findings revealed that three personality traits were associated with different orthodontic treatments; for example, neuroticism was negatively correlated with the willingness to avoid hard foods, while agreeableness was positively linked to the willingness to use aligners, elastics, retainers, and a Herbst appliance. Additionally, wearing a Herbst was associated with lower conscientiousness [14].

Another study discussed the effects of personality traits on the perception of esthetic procedures and how this might affect compliance with the regimen. They found that high levels of agreeableness and openness were linked to a positive perception of esthetic treatments, which affects the treatment [15]. This research holds significant value as it addresses an understudied area by exploring personality traits as predictors of compliance with CA therapy. While adherence is crucial for the success of orthodontic treatment, there is limited research globally and particularly none in Saudi Arabia or the broader Middle East, which examines the role of individual personality traits in influencing compliance in the dental field as it has been searched in other medical fields [16].

This study aims to bridge this gap by investigating how traits, including openness, conscientiousness, extraversion, agreeableness, and neuroticism, affect patient adherence. By utilizing tools such as the BFI-10 survey, practitioners can assess a patient's likelihood of compliance before treatment begins. This insight might enable orthodontists to adopt more personalized treatment strategies, improving outcomes and optimizing treatment efficiency. The findings have the potential to contribute to both global and regional orthodontic practices by offering a novel, evidence-based approach to identifying compliant patients for better patient selection for CA therapy.

Materials and methods

Study design and participant selection

This cross-sectional study was conducted in Jeddah, Saudi Arabia. Patients using removable CA met the study's inclusion criteria. Patients using other types of orthodontic treatment and all surgical cases were excluded. A convenience sampling technique was employed, where participants were selected from multiple orthodontic clinics in Jeddah. Ethical approval was obtained from King Abdulaziz University's ethics committee, and informed consent was obtained from all participants.

Data collection, research instrument, and survey

Data were collected through an online questionnaire hosted on Google Forms. The questionnaire was embedded in a QR code and distributed in orthodontic clinics. The first page of the questionnaire contained an informed consent section, and participants who consented and met the inclusion criteria were directed to the second page containing the questionnaire.

Questionnaire design and testing

The data collection tool comprised two parts. The first was the BFI (BFI-10), which assesses personality traits. The second was a questionnaire developed by the research team, with input from three expert physicians, designed to evaluate patient compliance with CA treatment.

Pilot study

A pilot test was conducted with 10 participants to assess the reliability and clarity of the questionnaire. Participants were selected based on the inclusion criteria, and the questionnaire was administered twice two weeks apart to ensure temporal consistency. Following the pilot study, minor adjustments were made to improve question clarity.

Survey scoring

The compliance questionnaire consisted of seven questions. A score was given for each question, depending on the patient's answer. For these two questions (How often were you instructed to visit the doctor for CA follow-ups? and How often do you actually visit the doctor for follow-ups?), the scoring was given according to the patient's compliance with the instructions given by the orthodontist: if he followed the exact instruction (score = 3), if he followed the instruction approximately (score = 2), if he came in for follow-ups but different from what he was instructed (score = 1), and if the patient did not come for follow-ups or just came in when problems happened (score = 0). For these two questions (Do you wear your orthodontic CA at work? and Do you wear your orthodontic CA at school or college?), only one of the questions was scored according to whether the patient was at school age or labor age. The questionnaire and scoring system are illustrated in Appendixes 1, 2.

Sampling and sample size

The sample size formula was used to determine the number of participants needed, with a power of 85% and a significance level of 0.05. The calculation resulted in a required sample size of 63 participants, assuming a variance of 0.015-0.02 and an average proportion of 0.45-0.50. A convenient sampling technique was employed over a three-month period (from June to September 2024), inviting patients from different orthodontic clinics who met the eligibility criteria.

Statistical analyses

The statistical analysis comprised both descriptive and correlational statistics. Data were statistically analyzed using the SPSS software, version 26 (IBM Corp., Armonk, NY). To analyze the association between the variables, Fisher's exact test was applied to qualitative data expressed in numbers and percentages. Quantitative data were represented as mean and standard deviation, and nonparametric variables were analyzed using Mann-Whitney and Kruskal-Wallis tests. A p value of <0.05 was considered statistically significant. The average compliance score was 22.0 (±3.8) (min 11, max 26). Participants were categorized as low compliers if their overall score was ≤22 and high compliers if it was >22.

Results

Demographic data are presented in Table 1, showing that the majority of the sample were females 49 (73.1%), while 39 (58.2%) held a bachelor's degree.

Table 1. Sociodemographic characteristics of study participants.

Variable n (%)
Age (years)
12-24 23 (34.3)
25-34 26 (38.8)
35 or more 18 (26.9)
Gender
Male 18 (26.9)
Female 49 (73.1)
Education level
High school or less 17 (25.4)
Bachelor’s degree 39 (58.2)
Higher education 11 (16.4)

Almost half of the participants, 34 (50.7%), have been undergoing orthodontic CA treatment for more than a year, and the majority, 55 (82.1%), were instructed to visit the doctor for CA follow-ups every one to two months. Interestingly, 48 (71.6%) patients visited the doctor for follow-up every one to two months as instructed. Approximately 38 (56%) participants wore the orthodontic CA at school or college all or most of the time, but just roughly 14 (21%) wore it at work. The majority of participants 65 (97%) wore the CA while sleeping all or most of the time. More than half of the participants, 37 (55.2%), removed their orthodontic CA only one to three times per day, with the most common reason for removal being eating 67 (100%) and brushing their teeth 59 (88.1%).

The majority of participants, 38 (56.7%), were instructed by the doctor to wear the CA for 22 hours or more, with 36 (53.7%) wearing it for 20-22 hours. Most of them, 48 (71.6%), reported that they wore the CA for the number of hours prescribed by the doctor.

The most prevalent reason for not wearing it as instructed was that they did not want to remove it to eat in front of others 12 (63.2%), followed by the belief that their wearing time is adequate and effective six (31.6%), and speech impairment six (31.6%) (Table 2).

Table 2. Compliance questionnaire and answers (n = 67).

Variable Response n (%)
When did you first start wearing clear aligners? Less than a month 6 (9.0)
1-3 months 8 (11.9)
4-6 months 9 (13.4)
7-12 months 10 (14.9)
More than a year 34 (50.7)
How often were you instructed to visit the doctor? 1-2 months 55 (82.1)
3-6 months 10 (14.9)
7 months or more 1 (1.5)
When finished set 1 (1.5)
How often do you visit the doctor for follow-up? 1-2 months 48 (71.6)
3-6 months 15 (22.4)
7 months or more 2 (3.0)
When finished set 1 (1.5)
When there is a problem 1 (1.5)
Do you wear the aligner at work? Always 8 (11.9)
Most of the time 6 (9.0)
Sometimes 3 (4.5)
Rarely 2 (3.0)
Never or not applicable 48 (71.6)
Do you wear the aligner at school or college? Always 29 (43.3)
Most of the time 9 (13.4)
Sometimes 4 (6.0)
Rarely 1 (1.5)
Never or not applicable 24 (35.8)
Do you wear the aligner on weekends/off days? Always 42 (62.7)
Most of the time 14 (20.9)
Sometimes 9 (13.4)
Rarely 2 (3.0)
Never or not applicable 0 (0)
Do you wear the aligner while sleeping? Always 64 (95.5)
Most of the time 1 (1.5)
Sometimes 2 (3.0)
Rarely 0 (0)
Never or not applicable 0 (0)
How many times do you remove the aligner per day? 1-3 times 37 (55.2)
4 times 21 (31.3)
5 or more times 9 (13.4)
Why do you remove the aligner? When I brush my teeth 59 (88.1)
For eating 67 (100)
Just to rest 1 (1.5)
For drinks 33 (49.3)
At work 4 (6.0)
When I smoke 4 (6.0)
At school or college 2 (3.0)
When I talk to others 3 (4.5)
Doctor's recommended hours for wearing aligner 22 hours or more 38 (56.7)
Most of the day 29 (43.3)
12 hours 0 (0)
Only while sleeping 0 (0)
No instructions given 0 (0)
Forgot instructions 0 (0)
Actual hours of wearing the aligner 20-22 hours 36 (53.7)
16-19 hours 19 (28.4)
9-15 hours 11 (16.4)
8 hours or less 1 (1.5)
Do you wear the aligner as recommended? Yes 48 (71.6)
No 19 (28.4)
Why don’t you wear the aligner as recommended? (n = 19) Don’t want to remove it in front of others 12 (63.2)
Wearing time is enough/effective 6 (31.6)
Affects speech 6 (31.6)
Doesn’t fit properly 1 (5.3)
Affects appearance 1 (5.3)
Pain/discomfort 4 (21.1)
Other 5 (26.3)
Do you like your smile? Yes 62 (92.5)
No 5 (7.5)
Do you trust your doctor? Yes 67 (100)
No 0 (0)

The average compliance score was 22.0 (±3.8) (min 11: max 26). Approximately 34 (50.75%) participants adhered to CA therapy. Table 3 shows the relationship between compliance with CA and participants' demographics, duration of orthodontic CA treatment, and BFI types. High compliers ranged between the ages of 12 and 34 (p ≤0.05). Males were more compliant than females (72.2% vs. 40.8%, respectively) (p ≤ 0.05). Furthermore, participants who started treatment for one year or less had higher compliance rates (p ≤ 0.05).

Table 3. Relationship between the compliance mean score and participants’ demographics, if they like their smile and BFI type.

Please note that the test used was the “Fisher exact test”

*Statistically significant (p < 0.05)

CA: clear aligner; BFI: Big Five Inventory

Variable Score range/response Low compliance, n (%) High compliance, n (%) p value
Age (years) 12-24 9 (39.13) 14 (60.87) 0.027*
25-34 11 (42.31) 15 (57.69)
35 or more 14 (77.78) 4 (22.22)
Gender Male 5 (27.78) 13 (72.22) 0.023*
Female 29 (59.18) 20 (40.82)
Education level High school or less 10 (58.82) 7 (41.18) 0.132
Bachelor’s degree 16 (41.03) 23 (58.97)
Higher education 8 (72.73) 3 (27.27)
When did you start wearing CA? One year or less 11 (33.33) 22 (66.67) 0.005
More than a year ago 23 (67.65) 11 (32.35)
Do you like your smile? Yes 31 (50) 31 (50) 0.667
No 3 (60) 2 (40)
BFI: extraversion Score = 1:5 4 (30.77) 9 (69.23) 0.109
Score = 6:10 30 (55.56) 24 (44.44)
BFI: agreeableness Score = 1:5 13 (56.52) 10 (43.48) 0.494
Score = 6:10 21 (47.73) 23 (52.72)
BFI: conscientiousness Score = 1:5 5 (71.43) 2 (28.57) 0.247
Score = 6:10 29 (48.33) 31 (51.66)
BFI: neuroticism Score = 1:5 14 (46.67) 16 (53.33) 0.548
Score = 6:10 20 (54.05) 17 (45.95)
BFI: openness to experience Score = 1:5 5 (45.45) 6 (54.55) 0.701
Score = 6:10 29 (51.79) 27 (48.21)

There was no significant correlation between participants' satisfaction with their smiles and compliance levels. More importantly, personality traits did not show any statistically significant variations in compliance behavior for any BFI domains (p ≥ 0.05). Table 4 shows that a nonsignificant relationship was found between the instructions given to the participants and how frequently they attended follow-up visits (p ≥ 0.05).

Table 4. Correlation between compliance with instructions of attending appointments and BFI types.

BFI: Big Five Inventory

Variable Score range n Compliant, n (%) Not compliant, n (%) p value
Extraversion 1:05 13 11 (84.6) 2 (15.4) -
Extraversion 6:10 54 45 (83.3) 9 (16.7) -
Agreeableness 1:05 33 21 (91.3) 2 (8.7) 0.307
Agreeableness 6:10 44 35 (79.5) 9 (20.5) -
Conscientiousness 1:05 7 5 (71.4) 2 (28.6) 0.323
Conscientiousness 6:10 60 51 (85.0) 9 (15.0) -
Neuroticism 1:05 30 23 (76.7) 7 (23.3) 0.199
Neuroticism 6:10 37 33 (89.2) 4 (10.8) -
Openness to experience 1:05 11 8 (72.7) 3 (27.3) 0.371
Openness to experience 6:10 56 48 (85.7) 8 (14.3) -

Discussion

This study aimed to evaluate the impact of personality traits on compliance with CA therapy. However, our findings indicated no significant correlation between personality traits and compliance. This result contrasts with the findings of Xu and Tang [17], who reported a positive association between personality traits and adherence to clear retainers following fixed orthodontic treatment. Several factors may explain the nonsignificant result. First, the sample size (n = 67) may have been insufficient to detect subtle relationships between personality traits and compliance. Second, cultural differences between regions, such as Saudi Arabia versus China, could influence compliance behaviors in ways that are not captured by personality traits alone.

One of the challenges in this study was the reliance on self-reported compliance, which is prone to overestimation. Al-Moghrabi et al. [18] identified a discrepancy of 5.02 hours per day between self-reported and objectively measured wear time in patients using removable orthodontic appliances. Similarly, Schäfer et al. [19] emphasized that patients tend to overestimate compliance, suggesting that objective monitoring methods, such as clinical assessment, are essential for accurately assessing adherence in future research.

Our findings revealed that younger participants (aged 12-34) exhibited significantly higher compliance rates than older patients (p ≤ 0.05). This aligns with the findings of Schäfer et al. [19], which noted better adherence among younger individuals. The younger generations' higher motivation and adaptability to treatment requirements can explain this.

Furthermore, our study found that males demonstrated higher compliance than females (72.2% vs. 40.8%, p ≤ 0.05). This result, in line with Timm et al. [8], underscores the necessity of gender-specific strategies to enhance adherence in orthodontics. It highlights the importance of considering gender differences in treatment planning.

The results highlight that compliance decreases with longer treatment durations. Patients undergoing CA therapy for over a year showed significantly lower adherence than those being treated for one year or less (p ≤ 0.05). This is consistent with other studies [8,19], reflecting treatment fatigue as patients lose motivation over time. Developing strategies to maintain engagement throughout extended treatment may help mitigate this decline.

Contrary to expectations, satisfaction with one's smile was not significantly associated with compliance (p ≥ 0.05). This finding challenges the assumption that patients dissatisfied with their appearance are more motivated to adhere to treatment. Similar conclusions were drawn by Xu and Tang [17] and Pascoal et al. [15], suggesting that motivations beyond esthetics, such as functional improvements or social factors, may drive compliance behaviors.

This study is one of the first to explore personality traits as predictors of compliance in Saudi Arabia, which is a notable strength. By including diverse age groups, various clinics, and different personality types, the study enhances the generalizability of its findings. However, several limitations must be acknowledged. The sample size limited the ability to detect significant associations between personality traits and compliance, highlighting the need for future studies with larger and more diverse samples. The reliance on self-reported data may introduce biases, suggesting using objective monitoring tools in future research to improve accuracy. Additionally, examining the influence of cultural factors on compliance in the Middle East is crucial, as this area remains underresearched in orthodontics.

Conclusions

Personality traits did not seem to have much of an impact on how well patients followed through with their CA treatment. However, factors like age, gender, and how long they had been in treatment were significant predictors of compliance. Patients who had been in treatment for less than a year were more likely to stick to it, and men tended to be more compliant than women. Younger patients, particularly those under 34, showed better adherence compared to older patients. Overall, compliance was moderate, with one of the key challenges being the hesitation to remove aligners in social settings, especially around meal times. Future research with larger, more diverse groups is needed to validate these results.

Appendices

Appendix 1

Table 5. Compliance questions and scoring .

CA: clear aligner

Question Answers Score
Q1. Age (in years) 12:24 No score
25:34
35 or more
Q2. Gender Male No score
Female
Q3. Education level Uneducated No score
Primary school
Middle school
High school
Bachelor
Master
Doctorate
Q4. When did you start wearing orthodontic clear aligner treatment? Less than a month No score
1-3 months
4-6 months
7-12 months
More than a year
Q5. How often were you instructed to visit the doctor for follow-up? 1-2 months Scoring is based on compliance
3-6 months Score = 3 if a + a, b + b, c + c, d + d, e + e
7 months or more Score = 2 if a + b, b + a, c + b, c + d, d + c, d + a
When finished set Score = 1 if a + c, b + c, b + d, a + d
When you have a problem Score = 0 if a + e, b + e, c + e, e + e
Q6. How often do you actually visit the doctor for follow-up? 1-2 months No score
3-6 months
7 months or more
When finished set
When there is a problem
Q7. Do you wear your orthodontic clear aligner at work? Always 4
Most of the time 3
Sometimes 2
Rarely 1
Never or not applicable 0
Q8. Do you wear your orthodontic clear aligner at school or college? Always 4
Most of the time 3
Sometimes 2
Rarely 1
Never or not applicable 0
Q9. Do you wear your orthodontic clear aligner on weekends or off days? Always 4
Most of the time 3
Sometimes 2
Rarely 1
Never or not applicable 0
Q10. Do you wear your clear aligner while sleeping? Always 4
Most of the time 3
Sometimes 2
Rarely 1
Never 0
Q11. How many times do you remove your orthodontic clear aligner per day? 1-3 times 4
4 times 3
5 times 2
6 times 1
7 or more times 0
Q12. Why do you often remove your clear aligner? (select all that apply) When I eat No score
When I drink
When I smoke
When I brush my teeth
When I talk to others
At work
At school or college
Q13. How many hours per day does your doctor recommend you wear your CA? 22 hours or more No score
Most of the day
12 hours
Only while sleeping
No instructions given
Forgot instructions
Q14. How many hours do you actually wear the aligner? 20-24 hours 4
16-19 hours 3
9-15 hours 2
8 hours or less 1
I don’t wear it 0
Q15. Do you wear the aligner for the exact hours recommended? Yes 3
No 0
Q16. Why are you not wearing the aligner as instructed? (select all that apply) Don’t want to remove it to eat in front of people No score
Think wearing time is enough and effective
Affects speech
Doesn’t fit properly
Affects appearance
Pain and discomfort
Other
Q17. Do you like your smile? Yes No score
No
Q18. Do you trust your doctor? Yes No score

Appendix 2

Table 6. BFI-10 questions.

BFI: Big Five Inventory

I see myself as someone who is Strongly agree Agree Neither agree or disagree Disagree Strongly disagree
Discreet - - - - -
Generally trusting - - - - -
Tending to be lazy - - - - -
Relaxed (handling stress well) - - - - -
With artistic interests - - - - -
Outgoing (sociable) - - - - -
Finding faults in others - - - - -
Doing a comprehensive job - - - - -
Easily irritable - - - - -
With an active imagination - - - - -

Disclosures

Human subjects: Consent for treatment and open access publication was obtained or waived by all participants in this study. Research and Ethics Committee, Faculty of Dentistry, King AbdulAziz University issued approval 191-11-23. The committee has reviewed your proposal; please be advised that with respect to 1) the rights and welfare of the individual (s) involved, 2) the appropriateness of the methods to be used to secure informed consent, and 3) the risks and potential benefits of the investigation, the committee considers your project (acceptable).

Animal subjects: All authors have confirmed that this study did not involve animal subjects or tissue.

Conflicts of interest: In compliance with the ICMJE uniform disclosure form, all authors declare the following:

Payment/services info: All authors have declared that no financial support was received from any organization for the submitted work.

Financial relationships: All authors have declared that they have no financial relationships at present or within the previous three years with any organizations that might have an interest in the submitted work.

Other relationships: All authors have declared that there are no other relationships or activities that could appear to have influenced the submitted work.

Author Contributions

Concept and design:  Khaled S. Afif, Salma H. Ghoneim

Acquisition, analysis, or interpretation of data:  Khaled S. Afif

Drafting of the manuscript:  Khaled S. Afif

Critical review of the manuscript for important intellectual content:  Salma H. Ghoneim

Supervision:  Salma H. Ghoneim

References

  • 1.Clear aligners in orthodontic treatment. Weir T. Aust Dent J. 2017;62 Suppl 1:58–62. doi: 10.1111/adj.12480. [DOI] [PubMed] [Google Scholar]
  • 2.How well does Invisalign work? A prospective clinical study evaluating the efficacy of tooth movement with Invisalign. Kravitz ND, Kusnoto B, BeGole E, Obrez A, Agran B. Am J Orthod Dentofacial Orthop. 2009;135:27–35. doi: 10.1016/j.ajodo.2007.05.018. [DOI] [PubMed] [Google Scholar]
  • 3.Bowman SJ. Semin Orthod. Vol. 23. Elsevier; 2017. Improving the predictability of clear aligners; pp. 65–75. [Google Scholar]
  • 4.A survey of patient compliance with removable orthodontic retainer wear in Brunei Darussalam. Lim ME, Dhaliwal JS, Wahab SW, Rahman HA. BDJ Open. 2023;9:10. doi: 10.1038/s41405-023-00138-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.John OP, Donahue EM, Kentle RL. J Pers Soc Psychol. Berkeley, California.: Institute of Personality and Social Research; 1991. Big Five Inventory. [Google Scholar]
  • 6.Measuring personality in one minute or less: a 10-item short version of the Big Five Inventory in English and German. Rammstedt B, John OP. J Res Pers. 2007;41:203–212. [Google Scholar]
  • 7.The Big Five Inventory (BFI): reliability and validity of its Arabic translation in a non-clinical sample. Alansari B. Eur Psychiatry. 2016;33:0–10. [Google Scholar]
  • 8.Factors influencing patient compliance during clear aligner therapy: a retrospective cohort study. Timm LH, Farrag G, Baxmann M, Schwendicke F. J Clin Med. 2021;10:3103. doi: 10.3390/jcm10143103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Aligner treatment: patient experience and influencing factors. Xu L, Li H, Mei L, Li Y, Wo P, Li Y. https://sciendo.com/article/10.21307/aoj-2022.008 Aust Orthod J. 2022;38:88–95. [Google Scholar]
  • 10.Oral impact on daily performance, personality traits, and compliance in periodontal maintenance therapy. Costa FO, Miranda Cota LO, Pereira Lages EJ, et al. J Periodontol. 2011;82:1146–1154. doi: 10.1902/jop.2011.100515. [DOI] [PubMed] [Google Scholar]
  • 11.Can personality traits explain compliance behaviour? - A study of compliance with water-protection rules in German agriculture. [Preprint] Funke K, Hirschauer N, Peth D, Mußhoff O, Becker OA. SocArXiv. 2019;4:856–867. [Google Scholar]
  • 12.The relationship between personality traits and compliance with the COVID-19 preventive measures in Kosovo. Telaku N, Musliu A, Cana L, Han H, Zharku L. Psych. 2022;4:856–867. [Google Scholar]
  • 13.Influence of big five personality traits and locus of control on road safety rules compliance among motorcycle riders in north-central Nigeria. Ucho A, Terwase JM, Ucho AA. https://www.researchgate.net/publication/289670686_Influence_of_Big_Five_Personality_Traits_and_Locus_of_Control_on_Road_Safety_Rules_Compliance_among_Motorcycle_Riders_in_North-Central_Nigeria Asia Pac J Educ Arts Sci. 2016;3:1–9. [Google Scholar]
  • 14.Pain perception and personality trait toward orthodontic treatment. Singh J, Dixit P, Singh P, Kedia NB, Tiwari MK, Kumar A. J Int Soc Prev Community Dent. 2017;7:377–380. doi: 10.4103/jispcd.JISPCD_419_17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.The relationship between personality profiles and the esthetic perception of orthodontic appliances. Pascoal S, Gonçalves M, Salvador P, Azevedo R, Leite M, Pinho T. Int J Dent. 2024;2024:8827652. doi: 10.1155/2024/8827652. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.The relationship between personality traits and adherence of adolescents with diabetes in Najran City. Ahmed HM, Mohammed RE. https://www.researchgate.net/publication/365704410_The_Relationship_Between_Personality_Traits_And_Adherence_of_Adolescents_with_Diabetes_in_Najran_City J Nurs Health Sci. 2017;6:26–36. [Google Scholar]
  • 17.The impact of personality traits on adolescents' adaptation and compliance to clear retainers. [Article in Chinese] Xu F, Tang GH. https://pubmed.ncbi.nlm.nih.gov/28474077/ Shanghai Kou Qiang Yi Xue. 2017;26:98–101. [PubMed] [Google Scholar]
  • 18.Compliance with removable orthodontic appliances and adjuncts: a systematic review and meta-analysis. Al-Moghrabi D, Salazar FC, Pandis N, Fleming PS. Am J Orthod Dentofacial Orthop. 2017;152:17–32. doi: 10.1016/j.ajodo.2017.03.019. [DOI] [PubMed] [Google Scholar]
  • 19.Quantifying patient adherence during active orthodontic treatment with removable appliances using microelectronic wear-time documentation. Schäfer K, Ludwig B, Meyer-Gutknecht H, Schott TC. Eur J Orthod. 2015;37:73–80. doi: 10.1093/ejo/cju012. [DOI] [PubMed] [Google Scholar]

Articles from Cureus are provided here courtesy of Cureus Inc.

RESOURCES