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Frequency distribution of emotions identified in respondents’ discourse, superimposed on Plutchik’s wheel of emotions with salient differences between students and faculty 

Frequency distribution of emotions identified in respondents’ discourse, superimposed on Plutchik’s wheel of emotions with salient differences between students and faculty 

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The objective of this study was to identify concepts and emotions associated with using an established Caries Risk Assessment (CRA) and Caries Risk Management (CRM) program in a dental school. Five focus groups with students and faculty members were conducted. Transcripts of the focus group discussions were qualitatively analyzed for emotions, usin...

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Context 1
... basic emotions, other derivative emotions exist since com - binations can exist in varying degrees of intensity or levels of arousal (Figure 1). In the two-dimensional model, emotions in the blank spaces are mixtures of two of the basic emotions. The three-dimensional model describes relations between emotions, il - lustrating their relationships to the eight basic emo - tions at the core but also along diminishing levels of intensity as they radiate outwardly. The cone’s vertical dimension represents intensity, and the circle represents degrees of similarity among the emotions. Validity in qualitative research refers to the credibility of research procedures and whether the findings have relevance beyond the immediate context of the study. We incorporated a number of procedures to ensure the credibility of the research. Content validity of the focus group guide was dis - cussed with other researchers. Also, the participants were asked whether they understood the questions; any questions were then explained if needed. We ad - dressed the potential for observational bias by moni - toring intercoder agreement (Scott’s π ). Regarding credibility of researchers, the senior investigator had previously worked with qualitative methods applied to dental topics 24-27 and had undergone formal training in qualitative methods at courses, seminars, and workshops. The student investigator completed directed readings on qualitative methods; she discussed theoretical frameworks and underwent formal demonstration of methods through the men - toring and didactic components of a twelve-month student research fellowship. Regarding relevance of data, the transferability of findings refers to the ability to extrapolate from localized qualitative studies to other settings and is equivalent to the concept of generalizability in quantitative research. While we have presented detailed accounts of the methods and findings (so that other researchers can judge their applicability to other situations or to compare results), this investigation was a case study in one dental school. Future studies based on hypotheses generated by this research may provide an opportunity to fully ascertain the transferability of findings. Regarding reliability coding, we estab- lished the stability (intercoder variability) of coding emotions and concepts 28 in two interviews randomly selected and blindly recoded. The assessments were done using a coefficient recommended for content- analysis (Scott’s π ) that corrects expected chance agreement. 29 Stability coefficients for emotions and concepts coding ranged from 0.65 to 0.71. These were consid- ered acceptable since Scott’s π is a very conservative assessment. Five focus groups were conducted, with a total of forty students and faculty members. Twenty- five students took part in three groups (D2, D3, and D4 separately, out of a total 300 students in those three years), and fifteen faculty members participated in two groups (clinical and tenure streams, all ranks, out of a total of thirty-two faculty members involved in CRA/CRM and Comprehensive Care). No statistical contrasts were attempted. Al- though intrinsically qualitative, the findings will be reported in terms of frequencies of categories rather than quotes, as the thematic analysis pursued a pro - cess of identification of discrete categories within emotions and concepts. For example, a comment by a faculty member in group 1 that “I started here less than two years ago and I didn’t know I was allowed to swipe a CR form until our last faculty get-together” led to an emotion entry for annoyance. The following statement from faculty group 1 was listed as disap- proval: “So if you want this [CRA/CRM] system to work better, Preventive or the department that is responsible for these should have more manpower instead of making.” The following statement also from faculty group 1 was listed as disgust: “I don’t have time to teach and let them do all of the prep— that I don’t like—because I just have to let them finish by four [p.m.]. Now you are going to have me teach the [CRA/CRM] forms also and what else do you want me to do in that limited time.” Instances for concepts were accrued when information was semantically present and either already in the list inductively assembled or added to it (Table 1). For example, a comment from faculty group 1 that “Ev- eryone is pressed for time on the clinical floor. It’s better to throw it all in one separate appointment, it’s all in the comprehensive treatment plan, and it’s done” was assigned to Concept 6.2 (lack of time to do CRA). Another statement from a participant in the D4 group that “I think [CRA/CRM] is a great opportunity to provide some patient education and . . . provides that outlet” was added to Concept 3.3 (CRA/CRM allows to motivate/educate patients on dental priorities). Emotions classified using Plutchik’s model led to a total of 554 emotions identified in the discourses of students and faculty (Figure 2). Few basic emo - tions (i.e., emotions centrally located in Plutchik’s wheel) were identified: admiration and loathing had low frequencies; vigilance was higher. A few positive emotions used to discuss CRA/CRM experiences were more outwardly located in Plutchik’s wheel: interest, anticipation, optimism, and (to a lesser extent) trust, acceptance, and surprise. Emotions identified throughout the transcripts were more often mildly negative, in particular, annoyance, contempt, disgust, disapproval, and apprehension. Few frequency differences existed across stu - dents and faculty members in their emotions (278 identified in faculty members’ discourse; 276 in students’). After discounting emotions with very low occurrence, notable differences pertained to interest, vigilance, and surprise (higher among faculty mem - bers) and pensiveness, trust, and anticipation (higher among students) (Figure 2). A total of 535 concepts were assembled in seven groups (Table 1). Faculty members verbalized more numerous concepts than did students (300 vs. 235). Individual concepts with higher frequencies may be distinguished from the list in Table 1. Stu- dents and faculty members alike supported the CRA/ CRM overall notion as useful (concept 1.1) and important (1.2). Cumbersome (1.3) was also a term used. While students complained about the insuf - ficient faculty on clinic floor and long wait for CRA faculty (1.8, 1.9) (i.e., the Department of Preventive and Community Dentistry faculty) to review cases in the clinic and faculty members highlighted the lack of clear components to use system (1.10), the two types of respondents were about as likely to mention the lack of clear outcomes derived from using system (1.11). Faculty members were somewhat more likely to mention the need for CRA training programs for faculty (1.12) and for CRA/CRM applicable out- comes (1.13). Mixed perceptions about the CRA notion were voiced in different ways. Faculty members pointed out how the current version of the CRA system was desirable because of ethical implications (1.18) or legal liability (1.19), yet it failed to promote adher- ence by faculty (1.14) and compliance by students (1.15) or do justice to its importance in the eyes of faculty (1.16) or students (1.17). A minority of stu- dents and faculty stated the current system was poor use of time for students (1.6) and/or faculty (1.7) or even considered it useless (1.4 and 1.5). Faculty members offered more perspectives about the CRA form than students generally. The faculty participants said the form could be improved by having pre-filled segments (1.30.A) (e.g., through axiUm) or by initiating it in the screening visit (1.30.F) and highlighted the importance of the form’s role as a quick grasp of the CRA status (1.30.C), its role as gatekeeper before doing operative treatment (1.30.D), or allowing one to verify links between factors and events (1.30.E) in caries experience. Making the form shorter and/or easier (especially for students) was often stated (1.30.H through 1.30.K). A triage version to focus the complete form only on complex cases (1.30.M) was mentioned by students and faculty members. Both students and faculty members proposed in a few cases limiting the ...
Context 2
... Also, the participants were asked whether they understood the questions; any questions were then explained if needed. We ad - dressed the potential for observational bias by moni - toring intercoder agreement (Scott’s π ). Regarding credibility of researchers, the senior investigator had previously worked with qualitative methods applied to dental topics 24-27 and had undergone formal training in qualitative methods at courses, seminars, and workshops. The student investigator completed directed readings on qualitative methods; she discussed theoretical frameworks and underwent formal demonstration of methods through the men - toring and didactic components of a twelve-month student research fellowship. Regarding relevance of data, the transferability of findings refers to the ability to extrapolate from localized qualitative studies to other settings and is equivalent to the concept of generalizability in quantitative research. While we have presented detailed accounts of the methods and findings (so that other researchers can judge their applicability to other situations or to compare results), this investigation was a case study in one dental school. Future studies based on hypotheses generated by this research may provide an opportunity to fully ascertain the transferability of findings. Regarding reliability coding, we estab- lished the stability (intercoder variability) of coding emotions and concepts 28 in two interviews randomly selected and blindly recoded. The assessments were done using a coefficient recommended for content- analysis (Scott’s π ) that corrects expected chance agreement. 29 Stability coefficients for emotions and concepts coding ranged from 0.65 to 0.71. These were consid- ered acceptable since Scott’s π is a very conservative assessment. Five focus groups were conducted, with a total of forty students and faculty members. Twenty- five students took part in three groups (D2, D3, and D4 separately, out of a total 300 students in those three years), and fifteen faculty members participated in two groups (clinical and tenure streams, all ranks, out of a total of thirty-two faculty members involved in CRA/CRM and Comprehensive Care). No statistical contrasts were attempted. Al- though intrinsically qualitative, the findings will be reported in terms of frequencies of categories rather than quotes, as the thematic analysis pursued a pro - cess of identification of discrete categories within emotions and concepts. For example, a comment by a faculty member in group 1 that “I started here less than two years ago and I didn’t know I was allowed to swipe a CR form until our last faculty get-together” led to an emotion entry for annoyance. The following statement from faculty group 1 was listed as disap- proval: “So if you want this [CRA/CRM] system to work better, Preventive or the department that is responsible for these should have more manpower instead of making.” The following statement also from faculty group 1 was listed as disgust: “I don’t have time to teach and let them do all of the prep— that I don’t like—because I just have to let them finish by four [p.m.]. Now you are going to have me teach the [CRA/CRM] forms also and what else do you want me to do in that limited time.” Instances for concepts were accrued when information was semantically present and either already in the list inductively assembled or added to it (Table 1). For example, a comment from faculty group 1 that “Ev- eryone is pressed for time on the clinical floor. It’s better to throw it all in one separate appointment, it’s all in the comprehensive treatment plan, and it’s done” was assigned to Concept 6.2 (lack of time to do CRA). Another statement from a participant in the D4 group that “I think [CRA/CRM] is a great opportunity to provide some patient education and . . . provides that outlet” was added to Concept 3.3 (CRA/CRM allows to motivate/educate patients on dental priorities). Emotions classified using Plutchik’s model led to a total of 554 emotions identified in the discourses of students and faculty (Figure 2). Few basic emo - tions (i.e., emotions centrally located in Plutchik’s wheel) were identified: admiration and loathing had low frequencies; vigilance was higher. A few positive emotions used to discuss CRA/CRM experiences were more outwardly located in Plutchik’s wheel: interest, anticipation, optimism, and (to a lesser extent) trust, acceptance, and surprise. Emotions identified throughout the transcripts were more often mildly negative, in particular, annoyance, contempt, disgust, disapproval, and apprehension. Few frequency differences existed across stu - dents and faculty members in their emotions (278 identified in faculty members’ discourse; 276 in students’). After discounting emotions with very low occurrence, notable differences pertained to interest, vigilance, and surprise (higher among faculty mem - bers) and pensiveness, trust, and anticipation (higher among students) (Figure 2). A total of 535 concepts were assembled in seven groups (Table 1). Faculty members verbalized more numerous concepts than did students (300 vs. 235). Individual concepts with higher frequencies may be distinguished from the list in Table 1. Stu- dents and faculty members alike supported the CRA/ CRM overall notion as useful (concept 1.1) and important (1.2). Cumbersome (1.3) was also a term used. While students complained about the insuf - ficient faculty on clinic floor and long wait for CRA faculty (1.8, 1.9) (i.e., the Department of Preventive and Community Dentistry faculty) to review cases in the clinic and faculty members highlighted the lack of clear components to use system (1.10), the two types of respondents were about as likely to mention the lack of clear outcomes derived from using system (1.11). Faculty members were somewhat more likely to mention the need for CRA training programs for faculty (1.12) and for CRA/CRM applicable out- comes (1.13). Mixed perceptions about the CRA notion were voiced in different ways. Faculty members pointed out how the current version of the CRA system was desirable because of ethical implications (1.18) or legal liability (1.19), yet it failed to promote adher- ence by faculty (1.14) and compliance by students (1.15) or do justice to its importance in the eyes of faculty (1.16) or students (1.17). A minority of stu- dents and faculty stated the current system was poor use of time for students (1.6) and/or faculty (1.7) or even considered it useless (1.4 and 1.5). Faculty members offered more perspectives about the CRA form than students generally. The faculty participants said the form could be improved by having pre-filled segments (1.30.A) (e.g., through axiUm) or by initiating it in the screening visit (1.30.F) and highlighted the importance of the form’s role as a quick grasp of the CRA status (1.30.C), its role as gatekeeper before doing operative treatment (1.30.D), or allowing one to verify links between factors and events (1.30.E) in caries experience. Making the form shorter and/or easier (especially for students) was often stated (1.30.H through 1.30.K). A triage version to focus the complete form only on complex cases (1.30.M) was mentioned by students and faculty members. Both students and faculty members proposed in a few cases limiting the ...

Citations

... This system allows for opportunities to reinforce caries prevention concepts and patient management skills throughout the duration of the clinical training instead of only at the end. To address the scepticism some of the students may have with regard to caries risk assessment, steps to address misconceptions may need to be established (Maupome & Isyutina, 2013). A clearer delivery of concepts at the lecture sessions and opportunities during one-to-one case discussions could be implemented in the revised curriculum. ...
Article
Introduction: Nurturing preventive-minded dental students has been a fundamental goal of dental education. However, students still struggle to regularly implement preventive concepts such as caries risk assessment into their clinical practice. The objective of this study was to identify areas in the cariology curriculum that could be revised to help address this. Methods: A total of 10 individuals participated and were divided into two focus group discussions. Thematic analysis was conducted, and key themes were identified based on their frequency of being cited before the final report was produced. Results: Three major themes emerged: (1) Greater need for integration between the pre-clinical and clinical components of cariology; (2) Limited time and low priority that the clinical phase allows for practising caries prevention; and (3) Differing personal beliefs about the value and effectiveness of caries risk assessment and prevention. Participants cited that while didactics were helpful in providing a foundation, they found it difficult to link the concepts taught to their clinical practice. Furthermore, participants felt that they lacked support from their clinical supervisors, and patients were not always interested in taking action to prevent caries. There was also heterogeneity amongst students with regards to their overall opinion of the effectiveness of preventive concepts. Conclusion: Nurturing preventive-mindedness amongst dental students may be limited by the current curriculum schedule, the prioritisation of procedural competencies, the lack of buy-in from clinical supervisors, and a perceived lack of relevance of the caries risk assessment protocol and should be addressed through curriculum reviews.
... Plutchik's emotions wheel, (Plutchik and Conte, 1997). Figure taken from(Maupome and Isyutina, 2013), with permission. ...
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Emotion detection is an established NLP task of demonstrated utility for text understanding. However, basic emotion detection leaves out key information, namely, who is experiencing the emotion in question. For example, it may be the author, the narrator, or a character; or the emotion may correspond to something the audience is supposed to feel, or even be unattributable to a specific being, e.g., when emotions are being discussed per se. We provide the ABBE corpus -- Animate Beings Being Emotional -- a new double-annotated corpus of texts that captures this key information for one class of emotion experiencer, namely, animate beings in the world described by the text. Such a corpus is useful for developing systems that seek to model or understand this specific type of expressed emotion. Our corpus contains 30 chapters, comprising 134,513 words, drawn from the Corpus of English Novels, and contains 2,010 unique emotion expressions attributable to 2,227 animate beings. The emotion expressions are categorized according to Plutchik's 8-category emotion model, and the overall inter-annotator agreement for the annotations was 0.83 Cohen's Kappa, indicating excellent agreement. We describe in detail our annotation scheme and procedure, and also release the corpus for use by other researchers.
... They combined these features and found good results in machine 0257 (a) Plutchik's emotions wheel,[31]. Figure taken from[32].(b) Hourglass's emotions model, and Figure taken from[33]. ...
... Plutchik and Conte (1997). Figure taken from (Maupome and Isyutina, 2013), with permission. ...
Conference Paper
Full-text available
There have been several attempts to create an accurate and thorough emotion lexicon in English, which identifies the emotional content of words. Of the several commonly used resources, the NRC emotion lexicon (Mohammad and Turney, 2013b) has received the most attention due to its availability, size, and its choice of Plutchik’s expressive 8-class emotion model. In this paper we identify a large number of troubling entries in the NRC lexicon, where words that should in most contexts be emotionally neutral, with no affect (e.g., lesbian, stone, mountain), are associated with emotional labels that are inaccurate, nonsensical, pejorative, or, at best, highly contingent and context-dependent (e.g., lesbian labeled as DISGUST and SADNESS, stone as ANGER, or mountain as ANTICIPATION). We describe a procedure for semi-automatically correcting these problems in the NRC, which includes disambiguating POS categories and aligning NRC entries with other emotion lexicons to infer the accuracy of labels. We demonstrate via an experimental benchmark that the quality of the resources is thus improved. We release the revised resource and our code to enable other researchers to reproduce and build upon results.
... They combined these features and found good results in machine 0257 (a) Plutchik's emotions wheel,[31]. Figure taken from[32].(b) Hourglass's emotions model, and Figure taken from[33]. ...
... In this two- dimensional model, the vertical dimension represents intensity and the radial dimension represents degrees of similarity among the emotions (Cambria et al., 2012). The threedimensional model depicts relations between emotions as following: the cone's vertical dimension represents intensity, and the circle represents degrees of similarity among the emotions (Maupome and Isyutina, 2013). Both models are shown in Fig. 7. ...
... Plutchik's two-dimensional wheel of emotions and the cone-shaped model, three-dimensional wheel of emotions, demonstrating relationships between basic and derivative emotions(Maupome and Isyutina, 2013). ...
... A 2013 study by Maupome and Isyutina reported that skepticism about the effectiveness of the CRA and caries management was the most significant barrier to faculty and student support. 15 Those authors called for clearer messages, simpler forms, and better systems for clinical use at dental schools. ...
Article
Caries management requires a complete oral examination and an accurate caries risk assessment (CRA). Performing Caries Management by Risk Assessment (CAMBRA) is inefficient when the caries risk level assignment is incorrect. The aim of this study was to evaluate the ability of faculty members and students at one U.S. dental school to correctly assign caries risk levels for 22 CRA cases, followed by calibration with guidelines on how to use the CRA form and a post-calibration test two months after calibration. Inter-examiner reliability to a gold standard (consensus of three experts) was assessed as poor, fair, moderate, good, and very good. Of the 162 students and 125 faculty members invited to participate, 13 students and 20 faculty members returned pre-calibration tests, for response rates of 8% and 16%, respectively. On the post-calibration test, eight students and 13 faculty members participated for response rates of 5% and 10%, respectively. Without guidelines and calibration, both faculty members and students when evaluated as one group performed only poor to fair in assigning correct caries risk levels. After calibration, levels improved to good and very good agreements with the gold standard. When faculty and students were evaluated separately, in the pre-calibration test they correctly assigned the caries risk level on average in only one-quarter of the cases (students 24.1%±13.3%; faculty 23.6%±17.5%). After calibration, both groups significantly improved their correct assignment rate. Faculty members (73.8% correct assignments) showed even significantly higher correct assignment rates than students (47.7% correct assignments). These findings suggest that calibration with a specific set of guidelines improved CRA outcomes for both the faculty members and students. Improved guidelines on how to use a CRA form should lead to improved caries risk assessment and proper treatment strategy for patients.
... Focus group interviews conducted with students and faculty at Indiana University School of Dentistry in 2011 and 2012 identified the perceived effectiveness of a caries management strategy to provide a discernable patient benefit as a key factor in determining support for a risk-based approach. 18 In a survey administered soon after the implementation of a caries risk assessment and management program at the University of Florida College of Dentistry, many students expressed uncertainty regarding the safety and efficacy of various anti-caries agents. 19 With growing evidence supporting the effectiveness of antibacterial and fluoride therapy to reduce caries risk, 20 clearer communication of the objectives and expected outcomes of risk assessment in patient care may be needed to enhance buy-in from faculty and student clinicians. ...
... 19 With growing evidence supporting the effectiveness of antibacterial and fluoride therapy to reduce caries risk, 20 clearer communication of the objectives and expected outcomes of risk assessment in patient care may be needed to enhance buy-in from faculty and student clinicians. 18 The percentage of patients with a completed CRA did not differ according to year in training of the student provider. However, final-year providers were more likely to deliver nonoperative preventive therapy. ...
... 21 The differences seen in clinic activities could be ascribed to better time management abilities and improved navigation through clinical procedures with experience, or to greater skill in communicating the value of preventive therapies to patients. Simplifying forms and systems for risk-based management may promote clinician acceptance, 18 and simplifying revisions made to the CRA form used at UCSF may have contributed to the rising CRA compliance over the study period. Making it logistically easier to provide non-operative anti-caries agents could improve future compliance with this activity, as well. ...
Article
The aim of this study was to evaluate the long-term adoption of a risk-based caries management program at a university dental clinic. The authors extracted data from electronic records of adult non-edentulous patients who underwent a comprehensive oral evaluation in the university predoctoral clinic from July 2007 through June 2014 (N=21,984). Consistency with caries management guidelines was measured as the percentage of patients with caries risk designation (low, moderate, high, or extreme) and the percentage of patients provided non-operative anti-caries agents within each designated caries risk category. Additionally, patient and provider characteristics associated with risk assessment completion and with provision of anti-caries therapy were identified. Results showed that the percentage of patients with documented caries risk grew steadily from 62.3% in 2007-08 to 92.8% in 2013-14. Overall, receipt of non-operative anti-caries agents increased with rising caries risk, from low (6.9%), moderate (14.1%), high (36.4%), to extreme (51.4%), but percentages were stable over the study period. Younger patients were more likely to have a completed risk assessment, and among high- and extreme-risk patients, delivery of anti-caries therapy was more common among patients who were younger, identified as Asian or Caucasian, received public dental benefits, or were seen by a student in the four-year DDS program or in the final year of training. These results demonstrate that extensive compliance in documenting caries risk was achieved within a decade of implementing risk-based clinical guidelines at this dental school clinic. Caries risk was the most strongly associated of several factors related to delivery of non-operative therapy. The eventual success of this program suggests that, in dental education, transition to a risk-based, prevention-focused curriculum may require a long-term commitment.
Article
Objectives This project examined patterns of adult patient management using a caries risk assessment (CRA) protocol at East Carolina University, School of Dental Medicine. Usage of the CRA protocol from 2014 to 2019 was assessed. Non‐operative anti‐caries treatments were measured against caries risk status (high, moderate, low, or none). Steps to improve the appropriate management of patients based on caries risk are presented to align with accreditation standards for predoctoral education programs. Methods The CRA protocol is based on the Caries Management by Risk Assessment approach. Risk‐based patterns for two non‐operative interventions were examined: (1) prescriptions for 0.12% chlorhexidine gluconate (CHX) mouth rinse and (2) prescriptions for 5000 ppm fluoride toothpaste (PreviDent 5000 [PreviDent]). Statistical analyses included chi‐square tests and logistic regression. Results Over the study period only 16.4% of adult patients had completed the CRA form. Among 29,411 patients from nine community sites, treatment rates for PreviDent were 18.7% among high‐risk patients, 11.6% for moderate‐risk adults, and 6.4% for low‐risk adults ( p < 0.01). Treatment rates for CHX were 23.0%, 22.6%, and 17.1%, respectively ( p < 0.05). Patients without a CRA status were least likely to receive any anti‐caries treatments, indicating that CRA status affects clinical, non‐operative care. Conclusions Patterns for prescription of PreviDent and CHX are consistent with CRA status. Future efforts to improve usage of the CRA protocol using faculty calibration, tracking with quality improvement tools, and reassessment. Training in the community‐based educational setting is enhanced through data‐based tracking to assure evidence‐based decision making.
Article
Objective: This cross-sectional study assessed the implementation of documenting a baseline caries risk assessment (CRA) of patients seen by predoctoral dental students and its association with the presence of caries risk management (CRM) treatment. Methods: A convenience sample of 10,000 electronic axiUm patient records at Tufts University School of Dental Medicine was retrospectively assessed for the presence or absence of a completed CRA and CRM after IRB approval following predetermined inclusion and exclusion criteria. The CRM variables (nutrition counseling, sealant, fluoride) were identified by procedure codes that were completed by the student. Associations were assessed via the chi-square test, Kruskal-Wallis test (with Dunn's test and the Bonferroni correction used in post-hoc tests) and Mann-Whitney U test. Results: Most patients (70.5%) had a CRA completed. However, only 24.9% (out of the 7045 patients with a completed CRA) received CRM, while 22.9% of the 2,955 patients without a CRA received CRM. The difference between the groups with and without a completed CRA in terms of the percentage receiving CRM was not clinically significant. Significant associations were found between a completed CRA and in-house fluoride treatment (p = .034) and between a completed CRA and sealant treatment (p = .001). Patients with higher baseline CRA levels (i.e., greater risk) were more likely to have CRM (16.9% of the 785 patients at low risk, 21.1% of the 1282 patients at moderate risk, 26.3% of the 4347 patients at high risk, and 32.6% of the 631 patients at extreme risk). The association between these two variables was significant (p < .001). Conclusion: There is evidence that students were mostly compliant with completing a CRA for most patients; however, there is a deficiency in implementation of CRM approach to help support dental caries management, and there is still much room for improvement.