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OBJECTIVES: This work describes the process by which the quality of electronic health care data for a public health study was determined. The objectives were to adapt, develop, and implement data quality assessments (DQAs) based on the National Institutes of Health Pragmatic Trials Collaboratory (NIHPTC) data quality framework within the three domains of completeness, accuracy, and consistency, for an investigation into oral health care disparities of a preventive care program. METHODS: Electronic health record data for eligible children in a dental accountable care organization of 30 offices, in Oregon, were extracted iteratively from January 1, 2014, through March 31, 2022. Baseline eligibility criteria included: children ages 0-18 with a baseline examination, Oregon home address, and either Medicaid or commercial dental benefits at least once between 2014 and 2108. Using the NIHPTC framework as a guide, DQAs were conducted throughout data element identification, extraction, staging, profiling, review, and documentation. RESULTS: The data set included 91,487 subjects, 11 data tables comprising 75 data variables (columns), with a total of 6,861,525 data elements. Data completeness was 97.2%, the accuracy of EHR data elements in extracts was 100%, and consistency between offices was strong; 29 of 30 offices within 2 standard deviations of the mean (s = 94%). CONCLUSIONS: The NIHPTC framework proved to be a useful approach, to identify, document, and characterize the dataset. The concepts of completeness, accuracy, and consistency were adapted by the multidisciplinary research team and the overall quality of the data are demonstrated to be of high quality.
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OBJECTIVE: Despite the many advancements made in patient safety over the past decade, combating diagnostic errors (DEs) remains a crucial, yet understudied initiative toward improvement. This study sought to understand the perception of dental patients who have experienced a dental diagnostic failure (DDF) and to identify patient-centered strategies to help reduce future occurrences of DDF. METHODS: Through social media recruitment, we conducted a screening survey, initial assessment, and 67 individual patient interviews to capture the effects of misdiagnosis, missed diagnosis, or delayed diagnosis on patient lives. Audio recordings of patient interviews were transcribed, and a hybrid thematic analysis approach was used to capture details about 4 main domains of interest: the patient's DDF experience, contributing factors, impact, and strategies to mitigate future occurrences. RESULTS: Dental patients endured prolonged suffering, disease progression, unnecessary treatments, and the development of new symptoms as a result of experiencing DE. Poor provider communication, inadequate time with provider, and lack of patient self-advocacy and health literacy were among the top attributes patients believed contributed to the development of a DE. Patients suggested that improvements in provider chairside manners, more detailed patient diagnostic workups, and improving personal self-advocacy; along with enhanced reporting systems, could help mitigate future DE. CONCLUSIONS: This study demonstrates the valuable insight the patient perspective provides in understanding DEs, therefore aiding the development of strategies to help reduce the occurrences of future DDF events. Given the challenges patients expressed, there is a significant need to create an accessible reporting system that fosters constructive clinician learning.
Subject(s)
Health Literacy , Social Media , Humans , PatientsABSTRACT
Importance: Process-based quality measures are generally intended to promote evidence-based practices that have been proven to improve outcomes. However, due to lack of standardized implementation of diagnostic codes in dentistry, assessing the association between process and oral health outcomes has been challenging. Objective: To estimate the association of adhering to dental quality measures with patient oral health outcomes. Design, Setting, and Participants: Using a target trial emulation, a causal inference framework, this retrospective cohort study estimated the difference in the risk of developing tooth decay between US children who adhered to process-based dental quality measures (receiving topical fluoride and sealant [treated groups]) and those who did not (control groups). Electronic health records of US children and adolescents aged 0 to 18 years from January 1, 2014, to December 31, 2020, were used. To emulate random treatment assignment based on baseline confounders, coarsened exact matching was used to produce covariate balance between the treated and control groups. A time-to-event regression model produced effect estimates, adjusting for time-varying covariates. Near-far matching was used to account for unmeasured confounders as a sensitivity analysis. Data were analyzed from May 1 to August 7, 2023. Exposures: Adherence to dental quality measures. Main Outcomes and Measures: Incidence of tooth decay. Results: Among 69â¯212 US children aged between 0 and 18 years (mean [SD] age, 10.2 [5.0] years; 49.5% male, 50.4% female, and 0.1% unknown or transgender), 1930 (2.8%) were Asian, 2038 (2.9%) were Black, 8667 (12.5%) were Hispanic, 33 632 (48.6%) were White, and 22 945 (33.2%) were multiracial, other, or missing racial and ethnic group identification. Relative to control individuals, treated individuals were more likely to be at elevated risk of caries (fluoride measure: 16 453 [76.5%] vs 15 236 [39.8%]; sealant measure: 2264 [54.6%] vs 997 [44.0%]) and have regular dental visits (fluoride measure: 21â¯498 [100%] vs 13â¯741 [35.9%]; sealant measure: 1623 [39.2%] vs 871 [38.4%]). Adherence to quality measures was associated with reduced risk of tooth decay with adjusted hazard ratios of 0.82 (95% CI, 0.78- 0.86) for fluoride and 0.86 (95% CI, 0.76-0.97) for sealant in the matched cohort. Benefits of adhering to quality measures were greater among children at elevated vs low risk and with public vs commercial insurance for both measures. Conclusions: In this cohort study, adhering to dental quality measures was associated with reduced risk of tooth decay, and benefits were greater among children at elevated risk and with public insurance. These findings provide insights in facilitating targeted application of quality measures or developing more tailored quality improvement initiatives.
Subject(s)
Fluorides , Quality Indicators, Health Care , Adolescent , Child , Humans , Female , Male , Infant, Newborn , Infant , Child, Preschool , Cohort Studies , Retrospective Studies , Outcome Assessment, Health CareABSTRACT
Importance: While large oral health disparities remain by race and ethnicity among children, the associations of race, ethnicity, and mediating factors with oral health outcomes are poorly characterized. Identifying the pathways that explain these disparities would be critical to inform policies to effectively reduce them. Objective: To measure racial and ethnic disparities in the risk of developing tooth decay and quantify relative contributions of factors mediating the observed disparities among US children. Design, Setting, and Participants: This retrospective cohort study used electronic health records of US children from 2014 to 2020 to measure racial and ethnic disparities in the risk of tooth decay. Elastic net regularization was used to select variables to be included in the model among medical conditions, dental procedure types, and individual- and community-level socioeconomic factors. Data were analyzed from January 9 to April 28, 2023. Exposures: Race and ethnicity of children. Main Outcomes and Measures: The main outcome was diagnosis of tooth decay in either deciduous or permanent teeth, defined as at least 1 decayed, filled, or missing tooth due to caries. An Anderson-Gill model, a time-to-event model for recurrent tooth decay events with time-varying covariates, stratified by age groups (0-5, 6-10, and 11-18 years) was estimated. A nonlinear multiple additive regression tree-based mediation analysis quantified the relative contributions of factors underlying the observed racial and ethnic disparities. Results: Among 61â¯083 children and adolescents aged 0 to 18 years at baseline (mean [SD] age, 9.9 [4.6] years; 30â¯773 [50.4%] female), 2654 Black individuals (4.3%), 11â¯213 Hispanic individuals (18.4%), 42â¯815 White individuals (70.1%), and 4401 individuals who identified as another race (eg, American Indian, Asian, and Hawaiian and Pacific Islander) (7.2%) were identified. Larger racial and ethnic disparities were observed among children aged 0 to 5 years compared with other age groups (Hispanic children: adjusted hazard ratio [aHR], 1.47; 95% CI, 1.40-1.54; Black children: aHR, 1.30; 95% CI, 1.19-1.42; other race children: aHR, 1.39; 95% CI, 1.29-1.49), compared with White children. For children aged 6 to 10 years, higher risk of tooth decay was observed for Black children (aHR, 1.09; 95% CI, 1.01-1.19) and Hispanic children (aHR, 1.12; 95% CI, 1.07-1.18) compared with White children. For adolescents aged 11 to 18 years, a higher risk of tooth decay was observed only in Black adolescents (aHR, 1.17; 95% CI, 1.06-1.30). A mediation analysis revealed that the association of race and ethnicity with time to first tooth decay became negligible, except for Hispanic and children of other race aged 0 to 5 years, suggesting that mediators explained most of the observed disparities. Insurance type explained the largest proportion of the disparity, ranging from 23.4% (95% CI, 19.8%-30.2%) to 78.9% (95% CI, 59.0%-114.1%), followed by dental procedures (receipt of topical fluoride and restorative procedures) and community-level factors (education attainment and Area Deprivation Index). Conclusions: In this retrospective cohort study, large proportions of disparities in time to first tooth decay associated with race and ethnicity were explained by insurance type and dental procedure types among children and adolescents. These findings can be applied to develop targeted strategies to reduce oral health disparities.
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Dental Caries , Ethnicity , Adolescent , Child , Humans , Black or African American , Hispanic or Latino , Retrospective Studies , Socioeconomic Factors , White , Dental Caries/ethnology , Asian American Native Hawaiian and Pacific IslanderABSTRACT
BACKGROUND: The goal of this study was to test the feasibility, reliability, and validity of the Dental Quality Alliance's adult dental quality measures for system-level implementation for ambulatory care sensitive (ACS) emergency department (ED) visits for nontraumatic dental conditions (NTDCs) in adults and follow-up after ED visits for NTDCs in adults. METHODS: Medicaid enrollment and claims data from Oregon and Iowa were used for measure testing. Testing included validation of diagnosis codes in claims data through patient record reviews of ED visits and calculations of κ statistic, sensitivity, and specificity. RESULTS: Adult Medicaid enrollees' ACS NTDC ED visits ranged from 209 through 310 per 100,000 member-months. In both states, patients in the age category 25 through 34 years and non-Hispanic Black patients had the highest rates of ACS ED visits for NTDCs. Only one-third of all ED visits were associated with a follow-up dental visit within 30 days, decreasing to approximately one-fifth with a 7-day follow-up. The agreement between the claims data and patient records for identification of ACS ED visits for NTDCs was 93%, κ statistic was 0.85, sensitivity was 92%, and specificity was 94%. CONCLUSIONS: Testing revealed the feasibility, reliability, and validity of 2 DQA quality measures. Most beneficiaries did not have a follow-up with a dentist within 30 days of an ED visit. PRACTICAL IMPLICATIONS: Adoption of quality measures by state Medicaid programs and other integrated care systems will enable active tracking of beneficiaries with ED visits for NTDCs and develop strategies to connect them to dental homes.
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Dental Care , Medicaid , Adult , United States , Humans , Follow-Up Studies , Reproducibility of Results , Emergency Service, HospitalABSTRACT
OBJECTIVE: Postgraduate dental (PGD) primary care training has grown significantly. This study examines the individual, educational, community, and policy factors that predict practice patterns of PGD-trained dentists. STUDY DESIGN: Individual dentist records from the 2017 American Dental Association Masterfile, with indicators of Medicaid participation and practice in a Federally Qualified Health Center (FQHC), were linked to postdoctoral training, community/practice location, and state policy factors. Generalized logistic models, adjusted for these factors, were used to predict PGD-trained dentists: (1a) serving Medicaid children, (1b) accepting new Medicaid patients, and (2) working in an FQHC. RESULTS: Individual attributes that predicted serving Medicaid children included all race/gender combinations (vs. White females), and foreign-trained dentists and contractors/employees/associates (vs. practice owners). Black women are most likely to work in an FQHC. Residency attributes that predicted serving Medicaid children and working in an FQHC were Health Resources and Services Administration postdoctoral funding and being community based. Dentists practicing in rural or high-poverty communities were more likely to serve Medicaid children and work at FQHCs. States with higher levels of graduate medical education investment, higher Medicaid rates, and more generous adult dental Medicaid benefits increased the likelihood of serving Medicaid children, while states with more expansive adult dental Medicaid benefits increased the likelihood of working in an FQHC. CONCLUSION: Federal training investment in PGD education combined with Medicaid payment and coverage policies can strongly impact access to dental care for vulnerable populations. Yet, oral health equity cannot be achieved without increasing dentist workforce diversity.
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Career Choice , Dentists , Education, Dental, Graduate , Practice Patterns, Dentists' , Cultural Competency , Cultural Diversity , Female , Health Services Accessibility , Humans , Male , United StatesABSTRACT
OBJECTIVE: This study examines the individual, educational, and policy factors that predict dentists pursuing postgraduate dental (PGD) training. METHODS: Individual dentist records from the 2017 American Dental Association Masterfile were linked with pre-doctoral training attributes and state-level dental policy factors. Generalized logistic models, adjusted for individual, educational, and policy factors, were used to predict: (1) attending any PGD program, and (2) primary (i.e., advanced general practice, pediatrics, or dental public health, per the Health Resources and Services Administration [HRSA]) versus specialty care. RESULTS: The majority of new PGD residency slots (77%) were in primary care. Women held 56% of primary care slots; men held 62% of specialty slots. Individual characteristics that predicted PGD primary care training included being Black, Hispanic, Asian, or other race; being male or older age reduced the odds. Pre-doctoral school characteristics that predicted PGD primary care training included having a pre-doctoral HRSA grant, affiliation with an academic medical center, and being a historically Black college/university; being a private school or in a small metro area lowered the odds. At the policy level, the strongest predictors of attending PGD primary care training are a residency requirement in the state you currently practice in and federal graduate medical education (GME) investment per residency slot. CONCLUSION: Pursuing PGD training is variable based on the race/ethnicity/gender of the dentist. Federal investments in pre-doctoral dental education and GME can drive equity, as they significantly increase the odds that dentists will go on to PGD training, as do state licensure requirements.
Subject(s)
Education, Dental, Graduate , Internship and Residency , Education, Dental, Graduate/trends , Female , Humans , Male , United States , United States Health Resources and Services AdministrationABSTRACT
Importance: Currently, 13 states and tribal nations have expanded their dental workforce by adopting use of dental therapists. To date, there has been no evaluation of the influence of this policy on dental care use. Objective: To assess changes in dental care use in Minnesota after the implementation of the policy to authorize dental therapists in 2009. Design Setting and Participants: In this cross-sectional study of 2 613 716 adults aged 18 years and older, a synthetic control method was used to compare changes in dental care use after the authorization of the policy in Minnesota relative to a synthetic control of nonadopting states. Data from the Behavioral Risk Factor Surveillance System from 2006 to 2018 were analyzed. Data analysis was conducted from June 1, 2021, to December 18, 2021. Exposure: Authorization of dental therapy. Main Outcomes and Measures: Self-reported indicator for whether a respondent had visited a dentist or a dental clinic in the past 12 months. Results: Among 2 613 716 adults aged 18 years or older, the mean (SD) age at baseline was 46.0 (17.7) years, 396 501 were women (weighted percentage, 51.3%), 503 197 were White (weighted percentage, 67.9%), 54 568 were Black (weighted percentage, 10.1%), 39 282 were Hispanic (weighted percentage, 14.5%), and 34 739 were other race (weighted percentage, 6.7%). The proportion of adults visiting a dentist before the authorization of dental therapists in Minnesota was 76.2% (95% CI, 75.0%-77.4%) in the full sample, 61.5% (95% CI, 58.4%-64.6%) for low-income adults, and 58.4% (95% CI, 53.0%-63.5%) among Medicaid-eligible adults. Authorizing dental therapists in Minnesota was associated with an increase of 7.3 percentage points (95% CI, 5.0-9.5 percentage points) in dental care use among low-income adults, a relative increase of 12.5% (95% CI, 8.6%-16.4%), and an increase of 6.2 percentage points (95% CI, 2.4-10.0 percentage points) among Medicaid-eligible adults, a relative increase of 10.5% (95% CI, 3.9%-17.0%). In addition, the policy was associated with an increase in dental visits among White adults (low-income sample, 10.8 percentage points [95% CI, 8.5-13.0 percentage points]; Medicaid sample, 13.5 percentage points [95% CI, 9.1-17.9 percentage points]), with no corresponding increases among other racial and ethnic groups in the low-income and Medicaid population. Conclusions and Relevance: In this cross-sectional study, expanding the dental workforce through authorization of dental therapists appeared to be associated with an increase in dental visits. In Minnesota, the policy was associated with improved access to dental care among low-income adults overall. However, racial and ethnic disparities in dental use persist.
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Dental Care , Policy , Adult , Cross-Sectional Studies , Female , Humans , Male , Minnesota/epidemiology , United States , WorkforceABSTRACT
OBJECTIVE: Little is known about the scope and role of discriminatory experiences in dentistry. The purpose of this study is to document the experiences that American Indian/Alaska Native (AI/AN), Black, and Hispanic dentists have had with discrimination. METHODS: This study reports data from a 2012 nationally representative study of dentists documenting experiences with discrimination during their dental careers or during dental school by the setting of the discrimination, the providers' education, and geographic location. This study does not differentiate between levels of discrimination and focuses holisticly on the experience of any discrimination. RESULTS: Seventy-two percent of surveyed dentists reported any experience with discrimination in a dental setting. The experiences varied by race/ethnicity, with 49% of AI/AN, 86% Black, and 59% of Hispanic dentists reporting any discriminatory experiences. Racial/ethnic discrimination was reported two times greater than any other type. CONCLUSIONS: Experiences with racial/ethnic discrimination are prevalent among AI/AN, Black, and Hispanic dentists, suggesting that as a profession work is needed to end discrimination and foster belonging.
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Racism , Dentists , Ethnicity , Hispanic or Latino , Humans , United StatesABSTRACT
OBJECTIVE: There is a lack of diversity in the dental workforce. Efforts to enhance underrepresented minority (URM) recruitment and retention within dental school exist, but little effort has been made to track URM providers through education and practice. This study assesses the status of workforce diversity in the dental specialties and the predictors of URM dentist specialization. METHODS: The primary data used were a 2012 national sample survey of Hispanic/Latino (H/L), Black, or American Indian/Alaska Native (AI/AN) dentists in the US, supplemented by publicly available workforce data. Descriptive and multivariate statistical analyses were performed to describe the demographic composition of URM clinical general and specialist dentists and analyze changes in proportions of URMs specializing among age cohorts, differences in specific type of specialization, and racial concordance between specialists and their patients. RESULTS: The pathway continues to winnow with fewer URM dentists in specialty practice. Among all URM clinical dentists being first in his/her family to obtain a college degree, having a strong desire to work in his/her own cultural community or joining a loan repayment program due to debt load independently predicted lower odds of specialization. Alternatively, being initially foreign trained as a dentist and valuing professional training were independently predictive of higher odds of specialization. CONCLUSION: The lack of diversity within the dental specialties is a critical flaw in our education and care delivery systems demanding clear actions toward improving the pathway into residency programs for URM students.
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Minority Groups , Specialties, Dental , Female , Humans , Male , United StatesABSTRACT
BACKGROUND: Studies estimate that approximately one-third of all opioid prescriptions (Rxs) from dentists are associated with nonsurgical dental procedures, which suggests unwarranted opioid use. METHODS: The authors conducted a retrospective longitudinal cohort study of adult Medicaid beneficiaries using administrative claims data from New York (NY) and Oregon (OR) (2014-2016) to examine opioid Rxs associated with nonsurgical dental visits. The primary outcomes were the number of all opioid Rxs from dentists compared with nondentists, number of opioid Rxs associated with surgical and nonsurgical dental visits, time to subsequent dental visits and visit type, and total dental morphine milligram equivalents (MMEs) received during the 90 days after an opioid-related, nonsurgical dental visit. RESULTS: Dentists prescribed 6.9% (NY) and 11.9% (OR) of all opioid Rxs during the 3-year study period. One-third of all opioid-related dental visits were nonsurgical and one-half of the subsequent dental visits were either nonsurgical or did not occur within 90 days. Mean time to a subsequent dental visit was 3 weeks. Beneficiaries with a surgical dental follow-up visit received significantly higher total MMEs (NY: 1.19 MMEs; OR: 1.21 MMEs; P < .001) for each additional day before the follow-up visit compared with nonsurgical dental follow-up visits. CONCLUSIONS: Medicaid beneficiaries might be exposed to unnecessary opioid Rxs in situations in which they may not be indicated or effective and without a plan for more definitive treatment. PRACTICAL IMPLICATIONS: Dentists need to avoid delays in scheduling definitive treatment and take appropriate steps to monitor prescribed opioid use to reduce the well-known risks associated with undue or prolonged opioid exposure.
Subject(s)
Analgesics, Opioid , Medicaid , Adult , Analgesics, Opioid/adverse effects , Cohort Studies , Humans , Longitudinal Studies , New York/epidemiology , Oregon/epidemiology , Practice Patterns, Dentists' , Practice Patterns, Physicians' , Prescriptions , Retrospective Studies , United States/epidemiologyABSTRACT
BACKGROUND: Longitudinal patient level data available in the electronic health record (EHR) allows for the development, implementation, and validations of dental quality measures (eMeasures). OBJECTIVE: We report the feasibility and validity of implementing two eMeasures. The eMeasures determined the proportion of patients receiving a caries risk assessment (eCRA) and corresponding appropriate risk-based preventative treatments for patients at elevated risk of caries (appropriateness of care [eAoC]) in two academic institutions and one accountable care organization, in the 2019 reporting year. METHODS: Both eMeasures define the numerator and denominator beginning at the patient level, populations' specifications, and validated the automated queries. For eCRA, patients who completed a comprehensive or periodic oral evaluation formed the denominator, and patients of any age who received a CRA formed the numerator. The eAoC evaluated the proportion of patients at elevated caries risk who received the corresponding appropriate risk-based preventative treatments. RESULTS: EHR automated queries identified in three sites 269,536 patients who met the inclusion criteria for receiving a CRA. The overall proportion of patients who received a CRA was 94.4% (eCRA). In eAoC, patients at elevated caries risk levels (moderate, high, or extreme) received fluoride preventive treatment ranging from 56 to 93.8%. For patients at high and extreme risk, antimicrobials were prescribed more frequently site 3 (80.6%) than sites 2 (16.7%) and 1 (2.9%). CONCLUSION: Patient-level data available in the EHRs can be used to implement process-of-care dental eCRA and AoC, eAoC measures identify gaps in clinical practice. EHR-based measures can be useful in improving delivery of evidence-based preventative treatments to reduce risk, prevent tooth decay, and improve oral health.
Subject(s)
Dental Caries Susceptibility , Electronic Health Records , Documentation , Humans , Risk AssessmentABSTRACT
OBJECTIVES: The goal of this study was to explore challenges and opportunities that dental public health (DPH) residents and recent graduates experienced during and after their residency training programs in the US. METHODS: In this qualitative study, to recruit participants, study invitations were distributed to 93 DPH postgraduate trainees via social media, email, and an online DPH nationwide course in 2019. Semi-structured in-depth interviews were conducted through Zoom audioconference. The interviews were conducted until thematic saturation was achieved. The audio-recorded interviews were transcribed and crosschecked to ensure accuracy. The interviews were coded using grounded theory. A qualitative analysis software (ATLAS.ti 8.0) was used to facilitate coding and organizing data extraction from transcripts. RESULTS: Eighteen DPH postgraduate trainees from 12 DPH residency programs participated and completed the interview. DPH trainees had experienced educational and financial challenges, difficulty finding DPH-related jobs after graduation, and a complex board examination preparation process. CONCLUSION: DPH postgraduate trainees and especially foreign-trained dentists experienced serious challenges during and after their postgraduate residency programs. Opportunities exist to enhance the strength of DPH programs to build a competent DPH workforce.
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Internship and Residency , Public Health , Humans , Qualitative ResearchABSTRACT
BACKGROUND: Dental therapists (DTs) are primary care dental providers, used globally, and were introduced in the United States (US) in 2005. DTs have now been adopted in 13 states and several Tribal nations. OBJECTIVES: The objective of this study is to qualitatively examine the drivers and outcomes of the US dental therapy movement through a health equity lens, including community engagement, implementation and dissemination, and access to oral health care. METHODS: The study compiled a comprehensive document library on the dental therapy movement including literature, grant documents, media and press, and gray literature. Key stakeholder interviews were conducted across the spectrum of engagement in the movement. Dedoose software was used for qualitative coding. Themes were assessed within a holistic model of oral health equity. FINDINGS: Health equity is a driving force for dental therapy adoption. Community engagement has been evident in diverse statewide coalitions. National accreditation standards for education programs that can be deployed in 3 years without an advanced degree reduces educational barriers for improving workforce diversity. Safe, high-quality care, improvements in access, and patient acceptability have been well documented for DTs in practice. CONCLUSION: Having firmly taken root politically, the impact of the dental therapy movement in the US, and the long-term health impacts, will depend on the path of implementation and a sustained commitment to the health equity principle.
Subject(s)
Dental Care/psychology , Dental Health Services/supply & distribution , Health Equity/trends , Patient Acceptance of Health Care/psychology , Stakeholder Participation/psychology , Dental Care/methods , Dental Care/trends , Evaluation Studies as Topic , Humans , United StatesABSTRACT
BACKGROUND: Our objective was to measure the proportion of patients for which comprehensive periodontal charting, periodontal disease risk factors (diabetes status, tobacco use, and oral home care compliance), and periodontal diagnoses were documented in the electronic health record (EHR). We developed an EHR-based quality measure to assess how well four dental institutions documented periodontal disease-related information. An automated database script was developed and implemented in the EHR at each institution. The measure was validated by comparing the findings from the measure with a manual review of charts. RESULTS: The overall measure scores varied significantly across the four institutions (institution 1 = 20.47%, institution 2 = 0.97%, institution 3 = 22.27% institution 4 = 99.49%, p-value < 0.0001). The largest gaps in documentation were related to periodontal diagnoses and capturing oral homecare compliance. A random sample of 1224 charts were manually reviewed and showed excellent validity when compared with the data generated from the EHR-based measure (Sensitivity, Specificity, PPV, and NPV > 80%). CONCLUSION: Our results demonstrate the feasibility of developing automated data extraction scripts using structured data from EHRs, and successfully implementing these to identify and measure the periodontal documentation completeness within and across different dental institutions.
Subject(s)
Electronic Health Records , Periodontal Diseases , Documentation , Humans , Patient Compliance , Periodontal Diseases/diagnosisABSTRACT
Importance: Oral health care faces ongoing workforce challenges that affect patient access and outcomes. While the Medicare program provides an estimated $14.6 billion annually in graduate medical education (GME) payments to teaching hospitals, including explicit support for dental and podiatry programs, little is known about the level or distribution of this public investment in the oral health and podiatry workforce. Objective: To examine Medicare GME payments to teaching hospitals for dental and podiatry residents from 1998 to 2018, as well as the distribution of federal support among states, territories, and the District of Columbia. Design, Setting, and Participants: This cross-sectional study was conducted using data from 1252 US teaching hospitals. Data were analyzed from May through August 2020. Exposures: Dental and podiatry residency training. Main Outcomes and Measures: Medicare dental and podiatry GME payments were examined. Results: Among 1252 teaching hospitals, Medicare provided nearly $730 million in dental and podiatry GME payments in 2018. From 1998 to 2018, the number of residents supported more than doubled, increasing from 2340 residents to 4856 residents, for a 2.1-fold increase, while Medicare payments for dental and podiatry GME increased from $279â¯950â¯531 to $729â¯277â¯090, for a 2.6-fold increase. In 2018, an estimated 3504 of 4856 supported positions (72.2%) were dental. Medicare GME payments varied widely among states, territories, and the District of Columbia, with per capita payments by state, territory, and district population ranging from $0.05 in Puerto Rico to $14.24 in New York, while 6 states received no support for dental or podiatry residency programs. Conclusions and Relevance: These findings suggest that dental and podiatry GME represents a substantial public investment, and deliberate policy decisions are needed to target this nearly $730 million and growing investment to address the nation's priority oral and podiatry health needs.
Subject(s)
Education, Dental, Graduate/economics , Education, Dental, Graduate/statistics & numerical data , Education, Medical, Graduate/economics , Medicare/economics , Medicare/statistics & numerical data , Podiatry/economics , Podiatry/education , Podiatry/statistics & numerical data , Adult , Cross-Sectional Studies , Education, Medical, Graduate/statistics & numerical data , Female , Humans , Male , United States , Young AdultABSTRACT
BACKGROUND: Care coordination is a key strategy used to improve health outcomes and efficiency, yet there are limited examples in dentistry. A large dental accountable care organization piloted care coordination by retraining existing administrative staff to coordinate the care of high-risk patients. Following the pilot's success, a formal "dental care advocate" (DCA) role was integrated system-wide. The goal of this new role is to improve care, patient engagement, and health outcomes while integrating staff into the clinical care team. We aim to describe the process of DCA role implementation and assess staff and clinician perceptions about the role pre- and post-implementation. METHODS: Guided by the Consolidated Framework for Implementation Research, semi-structured interviews with clinical and operational administrative staff and observation at the company-wide training session were combined with pre- and post-implementation electronic surveys. Descriptive statistics and mean scores were tested for significance between each survey sample (t-tests), and qualitative data were thematically analyzed. RESULTS: With preliminary evidence from the pilot and strong executive support, a dedicated leadership team executed a stepwise rollout of the DCA role over 6 months. Success was facilitated by an organizational culture of frequent interventions deployed rapidly through a centralized system, along with supportive buy-in from managerial teams and high staff acceptance and enthusiasm for the DCA role before implementation. Following implementation, significant changes in attitudes and beliefs about the role were measured, though managers held stronger positive impressions than DCAs. DCAs reported high confidence in new skills and dental knowledge post-implementation, including motivational interviewing and the ability to confidently answer patients' questions about their oral health. Overall, the fast-paced implementation of this new role was well received, although consistent and significant differences in mean attitudes between managers and DCAs indicate more work to fine-tune the role is needed. CONCLUSIONS: Successful implementation of the new DCA role was facilitated by a strong organizational commitment to team-based dentistry and positive impressions of care coordination among staff and managers. Upskilling existing administrative staff with the necessary training to manage some high-risk patient needs is one method that can be used to implement care coordination efforts in dentistry.
Subject(s)
Organizational Culture , Organizations , Dental Care , Humans , Leadership , Motivation , United StatesABSTRACT
The dental workforce is increasingly gender diverse. This study analyzed gender differences in dental practice using the American Dental Association's 2010-2016 Masterfile and the 2017 Survey of Dental Practice. Between 2010 and 2016, the proportion of women working in dentistry increased from 24.5% to 29.8%. Overall, female dentists were more racially/ethnically diverse, more likely to be foreign-trained, and more likely to work in pediatric dentistry than male dentists. The likelihood of female dentists working as employees, part-time, and/or in metropolitan areas was 1.2 to 4.2 times greater compared with male dentists. Female solo practitioners were 1.2 to 1.8 times more likely to provide services to children and patients covered by public insurance than male solo practitioners. Gender diversification in dentistry and other factors, including generational differences and changes in the dental service delivery system and public policy, will continue to reshape the delivery of oral health services.
Subject(s)
Dentists , Child , Female , Humans , Male , Sex Factors , United States , WorkforceABSTRACT
OBJECTIVES: Learning health-care systems are foundational for measuring and achieving value in oral health care. This article describes the components of a preventive dental care program and the quality of care in a large dental accountable care organization. METHODS: A retrospective study design describes and evaluates the cross-sectional measures of process of care (PoC), appropriateness of care (AoC), and outcomes of care (OoC) extracted from the electronic health record (EHR), between 2014 and 2019. Annual and composite measures are derived from EHR-based clinical decision support for risk determination, diagnostic and treatment terminology, and decayed-missing-filled-teeth (DMFT) measures. RESULTS: Annually, 253,515 ± 27,850 patients were cared for with 618,084 ± 80,559 visits, 209,366 ± 22,300 exams, and 2,072,844 ± 300,363 clinical procedures. PoC metrics included provider adherence (98.3 percent) in completing caries risk assessments and patient receipt (96.9 percent) of a proactive dental care plan. AoC metrics included patients receiving prevention according to the risk-based protocol. The percent of patients at risk for caries receiving fluoride varnish was 95.4 ± 0.4 percent. OoC metrics included untreated decay and new decay. The 6-year average prevalence of untreated decay was 11.3 ± 0.3 percent, and average incidence of new decay was 13.6 ± 0.5 percent, increasing with risk level: low = 7.5 percent, medium = 18.8 percent, high = 29.4 percent, and extreme = 28.1 percent. CONCLUSIONS: The preventive dental care system demonstrates excellent provider adherence to the evidence-based prevention protocol, with measurably better dental outcomes by patient risk compared to national estimates. These achievements are enabled by a value-centric, accountable model of care and incentivized by a compensation model aligned with performance measures.
Subject(s)
Dental Caries , Oral Health , Cross-Sectional Studies , Dental Care , Dental Caries/epidemiology , Dental Caries/prevention & control , Humans , Retrospective StudiesABSTRACT
BACKGROUND: Although sealants are an established and recommended caries-preventive treatment, many children still fail to receive them. In addition, research has shown that existing measures underestimate care by overlooking the sealable potential of teeth before evaluating care. To address this, the authors designed and evaluated 3 novel dental electronic health record-based clinical quality measures that evaluate sealant care only after assessing the sealable potential of teeth. METHODS: Measure I recorded the proportion of patients with sealable teeth who received sealants. Measure II recorded the proportion of patients who had at least 1 of their sealable teeth sealed. Measure III recorded the proportion of patients who received sealant on all of their sealable teeth. RESULTS: On average, 48.1% of 6- through 9-year-old children received 1 or more sealants compared with 32.4% of 10- through 14-year-olds (measure I). The average measure score decreased for patients who received sealants for at least 1 of their sealable teeth (measure II) (43.2% for 6- through 9-year-olds and 28.4% for 10- through 14-year-olds). Fewer children received sealants on all eligible teeth (measure III) (35.5% of 6- through 9-year-olds and 21% of 10- through 14-year-olds received sealant on all eligible teeth). Among the 48.5% who were at elevated caries risk, the sealant rates were higher across all 3 measures. CONCLUSIONS: A valid and actionable practice-based sealant electronic measure that evaluates sealant treatment among the eligible population, both at the patient level and the tooth level, has been developed. PRACTICAL IMPLICATIONS: The measure developed in this work provides practices with patient-centered and actionable sealant quality measures that aim to improve oral health outcomes.