Journal List > Korean J Orthod > v.51(2) > 1146842

Marañón-Vásquez, Barreto, Pithon, Nojima, Nojima, Araújo, and Souza: Reasons influencing the preferences of prospective patients and orthodontists for different orthodontic appliances

Abstract

Objective

To evaluate the reasons influencing the preferences for a certain type of orthodontic appliance over another among prospective patients (PP) and orthodontists.

Methods

A total of 49 PP and 51 orthodontists were asked about their preferences for the following appliances clear aligners (CA), lingual metallic brackets (LMB), polycrystalline and monocrystalline ceramic brackets, and buccal metallic brackets (BMB). The participants rated the importance of 17 potential reasons that would explain their choices. The reasons that contributed most to these preferences were identified. Non-parametric tests (Fisher’s exact, χ2 and Mann–Whitney tests) and multivariate analyses (regression and discriminant analysis) were used to assess the data (α = 0.05).

Results

CA and BMB were the most chosen appliances by PP and orthodontists, respectively. LMB was the most rejected option among both groups of participants (p < 0.001). Rates of the importance of pain/discomfort, smile esthetics, finishing details, and feeding/speech impairment showed the highest differences between PP and orthodontists (p < 0.0005). Discriminant analyses showed that individuals who considered treatment time and smile esthetics as more important were more likely to prefer CA, while those who prioritized finishing details and cost were more likely to choose BMB (p < 0.05).

Conclusions

Reasons related to comfort and quality of life during use were considered as more important by PP, while those related to the results and clinical performance of the appliances were considered as more relevant by orthodontists.

INTRODUCTION

Trends in the use of orthodontic appliances change over time. Currently, options that generate greater satisfaction related to esthetics and comfort during use are probably the main requirements of patients seeking treatment.1,2 However, in comparison with conventional buccal metallic brackets (BMB), most of these alternatives still present limited efficacy for the correction of certain cases.3-5 Considering that there is still no “ideal appliance,” the differences in clinical effectiveness,3,4 related comfort,2,6 and probability of adverse effects7-9 among the available options must be assessed by both patients and orthodontists before making their choice.
Patient preference is a difficult issue to assess, since this may be influenced not only by factors directly related to therapy, but also by subjective factors inherent to the individual, such as previous experiences, attitudes, or beliefs about treatment.10,11 Some studies have demonstrated that patients show greater acceptability for the appliances they deem more esthetic.1,12 Nevertheless, it is very likely that other reasons also influence their choices. In addition, many of the recommendations offered by orthodontists could be biased by their preferences and prior training using specific devices, without providing patients with complete information about the advantages and disadvantages of all options available.
Some studies have attempted to determine patients’ motivations to undergo orthodontic treatment.13,14 However, little is known about the reasons influencing their preferences for the available appliances, and how orthodontists could use this information to identify suitable treatments for each patient. Therefore, the objectives of this study were (1) to evaluate the preferences of prospective patients (PP) and orthodontists for different orthodontic appliances, (2) to compare their judgments about the importance of potential reasons influencing these preferences, and (3) to identify predictive variables contributing to the selection or rejection of specific orthodontic appliances.

MATERIALS AND METHODS

The Research Ethics Committee of the Clementino Fraga Filho University Hospital – Federal University of Rio de Janeiro (HUCFF-UFRJ) approved the protocol of this cross-sectional study (no. 3.182.753). The methodological design was based on a previously published paper by Leles et al.15 A sample size calculation was performed to compare proportions of two independent groups (two-tailed Fisherʼs exact test) in G*Power 3.1 based on the estimate that 30% of PP and 80% of orthodontists selected BMB as their preferred option, and 70% and 20%, respectively, marked this appliance as their rejected option (pilot study, 10 participants per group). Considering a power of 90%, significance level of 5%, and allocation ratio of 1:1, at least 46 participants (23 per group) were required for each comparison.
Forty-nine consecutive individuals (PP, mean age = 37.4 ± 17.8; 14 men, 35 women) seeking orthodontic treatment at the Graduate Clinic in Orthodontics of the Federal University of Rio de Janeiro between March and June 2019 were selected for the present study. Participants that received previous orthodontic treatment were excluded. Additionally, 51 orthodontists (mean age = 36.4 ± 11.3; 16 men, 35 women) affiliated to the Brazilian Association of Orthodontists - Rio de Janeiro, were also selected. All participants provided written informed consent.
A three-part questionnaire was developed. In the first part, data such as gender, age, economic classification (Class A to E),16 and smile/occlusion auto-perception (assessed on a 0–10 visual analogue scale) were collected. Subsequently, participants were shown standardized edited photographs (Figure 1) of five orthodontic appliances: clear aligners (CA), lingual metallic brackets (LMB), polycrystalline ceramic brackets (PCB), monocrystalline ceramic brackets (MCB), and BMB. These images were obtained from the same person simulating the use of the different appliances for standardization purposes. PP and orthodontists were asked about their knowledge or technical training on each of the evaluated appliances, respectively. Knowledge of PP about the appliances could be attributed to prior dental consultation with an orthodontist, media, or advertising.
In the second part, the participants were requested to rank these appliances in order of preference, on the premise that all of them solve the patient’s malocclusion. Immediately after their responses, a printed chart (Table 1) with information about the advantages and disadvantages of the appliances was presented to the participants, while ensuring that the researcher could not influence the participants’ perceptions of any of the appliances studied. To this end, the researcher was instructed to only answer participants’ doubts in relation to a lack of understanding of the contents. Information for each of the appliances categorized under the following six items was shown to the participants: 1 – esthetics; 2 – treatment results; 3 – clinical performance; 4 – satisfaction, comfort, and quality of life; 5 – adverse effects; and 6 – cost of treatment (See the Supplementary Table 1 with the list of references considered for the contents of Table 1). Then, the participants were asked again to rank the appliances, now with equivalent information received (preferences finally used for analyses). The appliances ranked as number one and five were presumed as the chosen and refused treatments, respectively.
In the third part of the questionnaire, participants were requested to rate the importance of 17 potential reasons influencing their preferences (Figure 2). Questions were presented as previously described:17 How much do you consider _____ to be an important reason for deciding about an orthodontic appliance? The participants recorded their responses using an ordinal five-point Likert scale (1 = no importance, 2 = less important, 3 = moderate importance, 4 = very important, 5 = extremely important).
Supplementary data is available at https://doi.org/10.4041/kjod.2021.51.2.115.

Statistical analysis

All analyses were performed using two-tailed tests (α = 0.05) in SPSS version 21.0 (IBM Corp., Armonk, NY, USA). Fisher’s exact or χ2 tests were used for the following purposes: (1) to assess differences in previous knowledge of PP regarding the different appliances, and in technical training received by orthodontists, (2) to assess the influence of the provision of appliance-related information on the choice of individuals, and (3) to compare the chosen/refused treatment frequencies between PP and orthodontists, and among different orthodontic appliances. Regression analyses were performed to identify associations of factors (gender and economic classification) and covariates (age, smile and occlusion auto-perception), with the frequencies of choice of each appliance. Additionally, PP were grouped into a “high economic classification” group (economic classes A and B) and a “low economic classification” group (classes C, D, and E). The χ2 test was applied to evaluate the association between a “high” or “low” economic classification and the type of appliance chosen.
Scores of PP and orthodontists were compared using Mann–Whitney test (ordinal variables). Discriminant analyses were used to create linear functions to identify how these reasons (predictive/independent variables) contributed to the choice or rejection of the appliances evaluated (dependent variables). Within-group correlations of each predictor variable with the canonical function (structure matrix) were calculated to identify the most discriminant variables. Eigenvalue, canonical correlation, and Wilks’ lambda were calculated to assess the predictive ability of the models. These were also validated by calculating the overall agreement after cross-tabulation of original and predicted groups classifications.

RESULTS

Previous knowledge and technical training on each of the assessed appliances was significantly different for PP and orthodontists, respectively (p < 0.001; Table 2). In general, individuals were less familiar with LMB and more familiar with BMB. On the other hand, provision of information related to the advantages and disadvantages of orthodontic appliances significantly changed the opinions about the chosen/refused appliance in PP (p < 0.001), but not in orthodontists (p > 0.05) (Table 3). The chosen/refused frequencies for the LMB (p = 0.044) and BMB (p = 0.028) were significantly different after PP were informed (Table 3).
Comparisons of the frequencies of the final chosen/refused appliances for PP and orthodontists are presented in Table 4. Significant differences were found between PP and orthodontists in the frequencies of individuals choosing or refusing LMB (p = 0.016) and BMB (p < 0.001). Differences in the chosen/refused distributions between the different orthodontic appliances were significant (p < 0.001). While CA were more frequently chosen by PP, BMB were more frequently chosen by orthodontists. LMB showed the highest prevalence of rejection for all participants. Regression analyses evidenced no associations between the factors or covariates assessed, and the frequencies of choice of each appliance. On the other hand, an association was observed between the economic classification and the preferred appliance (p = 0.039; Table 5); the most chosen option by the participants of the “high economic classification” group was CA, while for the participants of the “low economic classification” group, it was BMB. LMB was not part of this analysis due to the low frequency of this appliance as the chosen option. PCB and MCB were included into one single category (ceramic brackets) to enable these analyses.
Scores recorded by the PP and orthodontists for each reason assessed are presented in Figure 2. Reasons judged as the most important (scores 4 and 5; with frequency ≥ 35) for PP were results, adverse effects, result stability, finishing details, difficulty in oral hygiene, smile esthetics and pain/discomfort, while for orthodontists, they were results, result stability, clinical performance, finishing details, and adverse effects. The reasons showing large differences in the scores rated between the groups were as follows: pain/discomfort, smile esthetics (p < 0.0001), finishing details, feeding, and speech impairment (p < 0.0005). Although significant, less difference was presented for result stability, cost (p < 0.005), difficulty in oral hygiene, appointment frequency, and possibility of urgency appointments (p < 0.05).
Because of the low frequencies of chosen or refused options for LMB, PCB, and MCB, these appliances were not included in the discriminant analysis. Information related to the relative efficacy of each discriminant function is presented in Table 6. Functions evidencing p < 0.05 showed predictive ability to identify participants’ preferences based on the rated importance for the reasons studied. Reasons with a higher impact for choosing or refusing CA and BMB are presented in Table 7. Individuals who considered treatment time and smile esthetics as reasons of greater importance are more likely to prefer CA while for those who prioritized results and cost of the treatment, the probability of refusing this appliance is greater. On the other hand, while participants who prioritize reasons such as finishing details and cost of the treatment are more likely to choose BMB, those who consider smile esthetics and general discomfort (feeding and speech impairment, and pain/discomfort) as being of greater importance are more likely to reject this appliance. The overall agreements for validation of the models ranged from 85.9–100%.

DISCUSSION

Current orthodontic practice presumes clinician-patient interaction in the determination of problem-oriented diagnosis and treatment planning. In that context, it is important to determine the preferences of the patients to make recommendations that adequately guide decision-making. To the best of our knowledge, this is the first study comparing the preferences of PP and orthodontists for different types of orthodontic appliances and evaluating the reasons that each consider to be important for their choice.
Previous studies performed to assess the preferences of patients for different orthodontic devices based on their attractiveness, demonstrated, with relative consistency, that CA or LMB are the most widely accepted alternatives.1,12,18 In the present study, similarly, when PP were asked about their preference only by observing images of the devices (before being informed), CA and LMB were the first and second preferred options, respectively, while BMB was the most rejected option. Interestingly, LMB was also the second-most rejected option, which could be due to the limited knowledge and uncertainty of the patients regarding these appliances (more than half of PP reported not having any prior knowledge about LMB). These results confirm that, apparently, the esthetics offered by the devices is perhaps the most influential reason for the patientsʼ decision when they do not receive any other appliance-related information. This assumption was supported by the result that for PP, smile esthetics was rated as one of the most important reasons when choosing some types of appliances. The individuals who considered this aspect as of great importance were more likely to prefer CA or to reject BMB. Indeed, it has been shown that the use of buccal brackets could negatively change the patients’ self-perception of their beauty (during use), which may affect their self-esteem, and consequently, their social relationships.19 Although this information is controversial, it makes sense to think that the first thing most people will look for is an appliance that does not adversely affect their appearance.
After receiving information about the advantages and disadvantages of the evaluated appliances, even though CA remained the most chosen option, the distribution of PP preference changed. BMB was the second most chosen option, showing that many patients value other aspects of the devices in addition to its esthetics. BMB has generally been shown to achieve the best treatment results. Although the evidence is still insufficient, of low quality and heterogeneous, CA has been reported to be a viable alternative mainly for mild to moderate malocclusions in non-growing patients that do not require extractions, but they still do not achieve the same effectiveness as BMB for some types of orthodontic movements.3,20 Furthermore, even though CA have been shown to be effective, they may not achieve as detailed and stable results as BMB.21 In the present study, the reasons rated as important by PP are consistent with their preferences. Among the reasons that participants judged to be most important are results, result stability, and finishing details. Individuals who rated finishing details as of great importance were more likely to prefer BMB, and those who considered results as of great importance were more likely to reject CA. On the other hand, a considerable percentage of PP chose PCB or MCB as the preferred option, suggesting that individuals could decrease their esthetic requirements, to a certain extent, in the attempt to obtain results more similar to those obtained with BMB. Similarly, since CA is the alternative that offers less pain and greater satisfaction during use,2,22 these changes in preferences would demonstrate that they could also sacrifice this requirement for obtaining better results. Apparently, the smile esthetics, comfort, and results offered by the appliances would be extremely important factors in making a decision.
For the LMB, previous studies have reported that, although these show some biomechanical limitations, these can achieve very similar results to those obtained with BMB.4,23 However, these appliances have been associated with increased oral discomfort, impaired speech performance, and increased difficulty in eating.4,24,25 Moreover, patients using these devices have been reported to present greater problems in maintaining proper oral hygiene.7 These disadvantages could be the reason why for PP, LMB was the most rejected option after being informed. The PP reported adverse effects, difficulty in oral hygiene, and pain/discomfort as the most important reasons for their preference. To a lesser extent, BMB can also cause some pain or discomfort in the cheek and lip,24 and eating difficulties.6 This would explain why these appliances were also rated as the second most rejected option. Participants who prioritized general discomfort (feeding and speech impairment and pain/discomfort) as being of greater importance were more likely to reject BMB.
It is also important to consider that preferences, and the reasons that motivate them, are likely to change depending on the sample that is assessed. Some evidence suggests that the economic status could influence patientsʼ preferences. One study showed that patients who used CA had a significantly higher income than those treated with fixed appliances.26 Likewise, patients may be willing to pay more money for appliances they deem more esthetic.1 Our results agree with this evidence; being of higher economic class was associated with choosing CA, while being of lower economic class was associated with choosing BMB or any of the ceramic bracket alternatives. Further studies should be conducted with larger samples stratified according to economic class to evaluate differences in preferences according to this factor. On the other hand, although the present study did not show the influence of gender, age, and self-perception of the smile/occlusion on the preferences of the participants, it suggested that future studies also consider these variables, since they could also influence decision-making.
Divergences exist in treatment preferences between patients and professionals from different areas of health.27 There are no previous studies evaluating this issue in orthodontics. Since orthodontists have a contrasting view to that of patients on the need for treatment,28 their appliance preferences are also different. Our results demonstrated significant differences between the preferences of PP and orthodontists. Although LMB was the most rejected option in both groups, the percentage was considerably higher for orthodontists (more than 80% of orthodontists rejected this option). We consider that this result was due to the fact that a similar percentage of specialists reported not having received prior technical training for the use of this device. This limitation of the specialty of orthodontics has already been previously reported29; most orthodontists do not use LMB even when they offer clear biomechanical and esthetic advantages because the majority of specialists are not educated and trained to use these appliances. On the other hand, the most chosen option by orthodontists was BMB. The preferences for this type of appliance were significantly different from that of the PP. Among the reasons that this group deemed most important are results, result stability, and finishing details. This would suggest that orthodontists prioritize results at the time of their selection. However, this preference may also have been influenced by the prior knowledge this group had about BMB. All orthodontists were technically trained in the use of this device. It is obvious to think that the greater familiarity and confidence in the use of BMB made this option the most chosen and, perhaps, most recommended by them. Clinical performance was another reason that orthodontists rated as most important. This could explain why PCB and MCB had very low frequencies as chosen options. Indeed, these devices have been reported to show certain biomechanical limitations during use.5 Importantly, CA was the second most chosen option by orthodontists, which could be explained by two reasons deemed important for this group: clinical performance and adverse effects. Despite the fact that the treatment results of CA are not as good as those of BMB,3,20,21 these devices allow orthodontic mechanics with few complications. This can be evidenced from the fact that the number of emergency visits and emergency chair time for CA were significantly less than those for edgewise brackets.30 On the other hand, for adverse effects, the use of CA reduces periodontal damage9 as well as the incidence and severity of root resorption that is caused by traditional orthodontic therapies.8
Based on the pattern of responses of PP, it is highly likely that initial preferences were based on the visual impact and attractiveness of each appliance and the participantsʼ prior knowledge of these. On the other hand, our findings demonstrated that, evidently, the participants change their opinions once they were informed on the particularities of the devices. It is important to note that the classifications (judgments) presented in Table 1 (i.e., very good, good, medium, bad), although supported by relevant evidences (Supplementary Table 1), were established by the authors. When the available evidence on a certain topic was controversial (inconsistent results between the studies), insufficient, or absent, the authors determined the classification for the appliance based on their clinical experience (e.g., in the case of the cost of treatments). This form of classification could have introduced a certain risk of bias associated with the authorsʼ preferences, mainly for cases in which the information was insufficient. Fortunately, for most of the studied aspects, the literature showed a consistent pattern of results. It should also be mentioned that some factors such as the severity of the case and the clinical ability of the orthodontist using the different orthodontic appliances could modify the judgments presented in Table 1. In the present study, in order to control these factors, the preferences of the participants were evaluated under the premise that all appliances would be able to resolve their malocclusion (or the patient’s malocclusion, for orthodontists). Since, in actual clinical practice, there is a possibility of variation in relation to these factors (among others, such as the type, design, brand, or prescription for each appliance), the reported preferences should be evaluated according to the context studied. Future studies should be carried out with new information provided to the participants, since there is a constant evolution of orthodontic appliances. The changes in the PP preferences after provision of information demonstrate the importance of patient-orthodontist communication in decision-making.11 Although the evidence outlining how patients make sense of orthodontic problems and treatments is scarce, knowledge of the reasons why the patient is considering such a treatment could be a starting point. It will be the task of the orthodontist to identify these reasons and determine how to properly guide the patient in their selection, which will also depend on the diagnosis and severity of the case.
Most of the reasons evaluated were rated as having some degree of importance for both study groups; however, some presented significant differences. In general, reasons related to comfort and quality of life during the use were considered as more important by PP than by orthodontists; reasons related to the results and clinical performance of the appliances were considered as more important by orthodontists than by PP. These results have great applicability for clinical practice, since they will allow the implementation of marketing processes according to the demands and preferences of patients, improve the information strategies provided for different alternatives of appliances, and to plan targeted treatments according to the need/demand of each patient. As a specialist, the orthodontist must understand that a certain type of appliance will be an alternative for some cases and not for others.

CONCLUSION

The preferences of PP and orthodontists were different. More than orthodontists, PP considered reasons related to the comfort and quality of life during use to identify a certain type of appliance; the reasons related to the results and clinical performance of the appliances were considered more important by orthodontists than by PP.

Supplemental Materials

ACKNOWLEDGEMENTS

This study was supported in part by the Coordination for the Improvement of Higher Education Personnel (CAPES, Brazil) – Financing code: 001.
The authors express their gratitude to the patients who sought dental care in the Department of Pediatric Dentistry and Orthodontics of the Federal University of Rio de Janeiro, as well as to orthodontists affiliated to the Brazilian Association of Orthodontists - Rio de Janeiro, for their participation and time offered to answer the questionnaires.

Notes

CONFLICTS OF INTEREST

No potential conflict of interest relevant to this article was reported.

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Figure 1
Images of the orthodontic appliances presented to the participants. A, Clear aligners. B, Lingual metallic brackets. C, Polycrystalline ceramic brackets. D, Monocrystalline ceramic brackets. E, Buccal metallic brackets.
kjod-51-2-115-f1.tif
Figure 2
Scores recorded by prospective patients and orthodontists on the importance of the reasons influencing their preferences. The reasons are presented in order of importance to the prospective patients. The means and 95% confidence intervals (CIs) are only representative values, since the medians (and interquartile ranges) were considered for statistical analysis (Graphic generated in GraphPad Prism [GraphPad Software, San Diego, CA, USA]).
1, no importance; 2, less important; 3, moderate importance; 4, very important; 5, extremely important.
kjod-51-2-115-f2.tif
Table 1
Chart with appliance-related information
Topic CA LMB PCB MCB BMB
Esthetics (Smile esthetics) Very good Very good Good Good Bad
Treatment results (Results, finishing details, result stability) Medium Good Very good Very good Very good
Clinical performance (Ability of the appliance to obtain results without difficulties and/or complications, and in less time) Medium Good Medium Medium Very good
Satisfaction, comfort, quality of life (Absence of pain/discomfort, no deterioration of oral functions, less difficulty for oral hygiene, lower appointment frequency, lower chair time, less chance of urgent appointments) Very good Bad Medium Medium Medium
Adverse effects (Lower probability of root resorption, dental caries, gingivitis/periodontal disease, tooth wear) Very good Good Good Good Good
Cost Bad Medium Good Medium Very good

CA, clear aligners; LMB, lingual metallic brackets; PCB, polycrystalline ceramic brackets; MCB, monocrystalline ceramic brackets; BMB, buccal metallic brackets.

See the Supplementary Table 1 with the list of references considered for the contents.

Table 2
Previous knowledge/technical training on each of the assessed appliances
Groups CA LMB PCB MCB BMB p-value
Prospective patients (n = 49) < 0.001*
Knowledge 27 (55.1) 21 (42.9) 38 (77.6) 35 (71.4) 45 (91.8)
No knowledge 22 (44.9) 28 (57.1) 11 (22.4) 14 (28.6) 4 (8.2)
Orthodontists (n = 51) < 0.001*
Technical training 45 (88.2) 7 (13.7) 50 (98.0) 50 (98.0) 51 (100.0)
No technical training 6 (11.8) 44 (86.3) 1 (2.0) 1 (2.0) 0 (0.0)

Values are presented as frequencies (%).

Percentages are presents for the columns.

CA, clear aligners; LMB, lingual metallic brackets; PCB, polycrystalline ceramic brackets; MCB, monocrystalline ceramic brackets; BMB, buccal metallic brackets.

Chi-square test was performed.

*p < 0.05 indicates statistically significant association.

Table 3
Chosen/refused appliances for prospective patients (n = 49) and orthodontists (n = 51), before and after receiving information on advantages and disadvantages of the assessed appliances
Groups Pre-information Post-information p-value


Chosen Refused Chosen Refused
Prospective patients
Clear aligners 26 (83.9) 5 (16.1) 15 (65.2) 8 (34.8) 0.197
Lingual metallic brackets 9 (47.4) 10 (52.6) 4 (16.0) 21 (84.0) 0.044*
Polycrystalline ceramic brackets 4 (66.7) 2 (33.3) 10 (90.9) 1 (9.1) 0.515
Monocrystalline ceramic brackets 5 (55.6) 4 (44.4) 7 (100.0) 0 (0.0) 0.089
Buccal metallic brackets 5 (15.2) 28 (84.9) 13 (40.6) 19 (59.4) 0.028*
Orthodontists
Clear aligners 17 (85.0) 3 (15.0) 19 (82.6) 4 (17.4) > 0.999
Lingual metallic brackets 0 (0.0) 44 (100.0) 0 (0.0) 43 (100.0) > 0.999
Polycrystalline ceramic brackets 2 (100.0) 0 (0.0) 2 (100.0) 0 (0.0) > 0.999
Monocrystalline ceramic brackets 3 (100.0) 0 (0.0) 2 (100.0) 0 (0.0) > 0.999
Buccal metallic brackets 29 (87.9) 4 (12.1) 28 (87.5) 4 (12.5) > 0.999

Values are presented as frequencies (%).

Percentages are presents for the rows.

Fisher’s exact test was performed.

*p < 0.05 indicates statistically significant association.

Table 4
Chosen/refused appliances for prospective patients and orthodontists
Orthodontic appliances Prospective patients (n = 49) Orthodontists (n = 51) p-value


Chosen Refused Chosen Refused
Clear aligners 15 (30.6) 8 (16.3) 19 (37.3) 4 (7.8) 0.314
Lingual metallic brackets 4 (8.2) 21 (42.9) 0 (0.0) 43 (84.3) 0.016*
Polycrystalline ceramic brackets 10 (20.4) 1 (2.0) 2 (3.9) 0 (0.0) > 0.999
Monocrystalline ceramic brackets 7 (14.3) 0 (0.0) 2 (3.9) 0 (0.0) > 0.999
Buccal metallic brackets 13 (26.5) 19 (38.8) 28 (54.9) 4 (7.8) < 0.001*
p-value < 0.001* < 0.001*

Values are presented as frequencies (%).

Percentages are presented for the columns.

*p < 0.05 indicates statistically significant association.

Fisher’s exact test was performed.

Chi-square test was performed.

Table 5
Appliances chosen by prospective patients according to their economic classification
Economic classification CA PCB + MCB BMB p-value

CA vs.
PCB + MCB
CA vs. BMB CA vs.
PCB + MCB vs. BMB
High 11 (73.3) 6 (35.3) 4 (30.8) 0.031* 0.024* 0.039*
Low 4 (26.7) 11 (64.7) 9 (69.2)

Values are presented as frequencies (%).

Percentages are presented for the columns.

High economic classification includes Classes A and B. Low economic classification includes Classes C, D, and E.

CA, clear aligners; PCB, polycrystalline ceramic brackets; MCB, monocrystalline ceramic brackets; BMB, buccal metallic brackets.

Chi-square test was performed.

*p < 0.05 indicates a statistically significant association.

Table 6
Parameters providing information about the relative efficacy of the discriminant functions
Orthodontic appliances Eigenvalue Canonical correlation Wilks’ Lambda p-value
Clear aligners
Prospective patients 12.022 0.961 0.077 0.015*
Orthodontists 2.863 0.861 0.259 0.462
Total 1.264 0.747 0.442 0.034*
Buccal metallic brackets
Prospective patients 1.429 0.767 0.412 0.324
Orthodontists 2.064 0.821 0.326 0.117
Total 0.997 0.707 0.501 0.003*

Total includes prospective patients and orthodontists.

*p < 0.05 indicates functions showing the best predictive ability.

Table 7
Predictive variables and structural matrix of the discriminant functions for choosing or refusing clear aligners and buccal metallic brackets
Orthodontic appliances Prospective patients Structure matrix Total Structure matrix
Clear aligners Choosing Choosing
Treatment time 0.180 Smile esthetics 0.467
Smile esthetics 0.167 Treatment time 0.371
Difficulty in oral hygiene 0.327
Urgency appointments 0.242
Appointments frequency 0.215
Adverse effects 0.204
Refusing Refusing
Possibility of fracture 0.500 Cost 0.630
Results 0.210 Results 0.580
Buccal metallic brackets Choosing Choosing
Finishing details 0.388 Finishing details 0.367
Cost 0.333 Chair time 0.246
Cost 0.202
Results 0.192
Refusing Refusing
Feeding impairment 0.347 Smile aesthetics 0.464
Smile esthetics 0.214 Feeding impairment 0.400
Treatment time 0.155 Pain/discomfort 0.324
Speech impairment 0.230
Adverse effects 0.175
Possibility of fracture 0.160

Total includes prospective patients and orthodontists.

Structural matrix is presented as absolute values, ordered by the size of correlation within functions. Only coefficients > 0.15 are shown.

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