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Laniado N, Brodigan AE, Cloidt M. Point-of-care diabetes testing in the dental setting: A national scope of practice survey. J Public Health Dent 2024. [PMID: 38818943 DOI: 10.1111/jphd.12631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 04/19/2024] [Accepted: 05/17/2024] [Indexed: 06/01/2024]
Abstract
OBJECTIVES The aim of this study was to assess the knowledge of state dental directors regarding their state's professional practice act, specifically scope of practice laws regarding point-of-care chairside screening for diabetes. METHODS A cross-sectional study design was used to examine the 50 state dental directors' knowledge of policy around point-of-care diabetes testing in their state. A five-item survey instrument was designed in a web-based platform and electronically distributed in 2022. RESULTS Thirty-seven states (74%) responded to the survey. Regarding whether it was within the scope of practice for dentists to provide chairside point-of-care HbA1c screening, 17 states (46.0%) responded "yes," 5 states (13.5%) responded "no," and 15 states (40.5%) responded "don't know." Of the 17 states who provide diabetes testing, four states (23.5%) reported that dentists were reimbursed, nine states (53.0%) reported they were not reimbursed, and four states (23.5%) reported they did not know regarding reimbursement. CONCLUSIONS There is significant state heterogeneity with regard to laws, regulations, and reimbursement for chairside diabetes testing in the United States. This is accompanied by vagueness and lack of specificity in the state education laws. For more widespread promotion and adoption of this evidence-based screening, the entire dental community including clinicians, educators, policymakers, payers, and professional organizations at all levels are encouraged to work together to advocate for clarification and specificity in the language of state education laws as well as reimbursement for this vital service.
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Affiliation(s)
- Nadia Laniado
- Director of Community Dentistry and Population Health, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ashley E Brodigan
- Resident Advanced Education in Pediatric Dentistry (PGY2), New York University Langone Dental Medicine, Brooklyn, New York, USA
| | - Megan Cloidt
- Assistant Director of Community Dentistry, Jacobi Medical Center, Bronx, New York, USA
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2
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Li S, Williams KS, Medam JK, Patel JS, Gonzalez T, Thyvalikakath TP. Retrospective Study of the Reasons and Time Involved for Dental Providers' Medical Consults. Front Digit Health 2022; 4:838538. [PMID: 35633738 PMCID: PMC9133325 DOI: 10.3389/fdgth.2022.838538] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 04/12/2022] [Indexed: 11/19/2022] Open
Abstract
Background Patient-reported medical histories and medical consults are primary approaches to obtaining patients' medical histories in dental settings. While patient-reported medical histories are reported to have inconsistencies, sparse information exists regarding the completeness of medical providers' responses to dental providers' medical consults. This study examined records from a predoctoral dental student clinic to determine the reasons for medical consults; the medical information requested, the completeness of returned responses, and the time taken to receive answers for medical consult requests. Methods A random sample of 240 medical consult requests for 179 distinct patients were selected from patient encounters between 1 January 2015 and 31 December 2017. Descriptive statistics and summaries were calculated to determine the reasons for the consult, the type of information requested and returned, and the time interval for each consult. Results The top two reasons for medical consults were to obtain more information (46.1%) and seek medical approval to proceed with treatment (30.3%). Laboratory and diagnostic reports (56.3%), recommendations/medical clearances (39.6%), medication information (38.3%), and current medical conditions (19.2%) were the frequent requests. However, medical providers responded fewer times to dental providers' laboratory and diagnostic report requests (41.3%), recommendations/medical clearances (19.2%), and current medical conditions (13.3%). While 86% of consults were returned in 30 days and 14% were completed after 30 days. Conclusions The primary reasons for dental providers' medical consults are to obtain patient information and seek recommendations for dental care. Laboratory/diagnostic reports, current medical conditions, medication history, or modifications constituted the frequently requested information. Precautions for dental procedures, antibiotic prophylaxis, and contraindications included reasons to seek medical providers' recommendations. The results also highlight the challenges they experience, such as requiring multiple attempts to contact medical providers, the incompleteness of information shared, and the delays experienced in completing at least 25% of the consults. Practical Implications The study results call attention to the importance of interdisciplinary care to provide optimum dental care and the necessity to establish systems such as integrated electronic dental record-electronic health record systems and health information exchanges to improve information sharing and communication between dental and medical providers.
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Affiliation(s)
- Shuning Li
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
| | - Karmen S. Williams
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Fairbanks School of Public Health, Indiana University-Purdue University Indianapolis (IUPUI), Indianapolis, IN, United States
- Population Health Informatics, Graduate School of Public Health and Health Policy, City University of New York, New York, NY, United States
| | - Jayanth Kumar Medam
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- ELLKAY LLC, Elmwood Park, NJ, United States
| | - Jay S. Patel
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Temple University, Philadelphia, PA, United States
| | - Theresa Gonzalez
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
| | - Thankam P. Thyvalikakath
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
- *Correspondence: Thankam P. Thyvalikakath
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Li S, Rajapuri AS, Felix Gomez GG, Schleyer T, Mendonca EA, Thyvalikakath TP. How Do Dental Clinicians Obtain Up-To-Date Patient Medical Histories? Modeling Strengths, Drawbacks, and Proposals for Improvements. Front Digit Health 2022; 4:847080. [PMID: 35419556 PMCID: PMC8995974 DOI: 10.3389/fdgth.2022.847080] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Accepted: 03/08/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundAccess to up-to-date patient medical history is essential for dental clinicians (DCs) to avoid potential harm to patients and to improve dental treatment outcomes. The predominant approach for dental clinicians (DCs) to gather patients' medical history is through patient-reported medical histories and medical consults. However, studies reported varied concordance and reliability of patient-reported medical conditions and medication histories compared to the patient medical records and this process also places a significant burden on patients. Information technology tools/platforms such as an integrated electronic health record containing an electronic dental record module may address these issues. However, these integrated systems are expensive and technically complex and may not be easily adopted by DCs in solo and small group practice who provide the most dental care. The recent expansion of regional healthcare information exchange (HIE) provides another approach, but to date, studies on connecting DCs with HIE are very limited. Our study objectives were to model different aspects of the current approaches to identify the strengths and weaknesses, and then model the HIE approach that addresses the weaknesses and retain the strengths of current approaches. The models of current approaches identified the people, resources, organizational aspects, workflow, and areas for improvement; while models of the HIE approach identified system requirements, functions, and processes that may be shared with software developers and other stakeholders for future development.MethodsThere are three phases in this study. In Phase 1, we retrieved peer-reviewed PubMed indexed manuscripts published between January 2013 and November 2020 and extracted modeling related data from selected manuscripts. In Phase 2, we built models for the current approaches by using the Integrated DEFinition Method 0 function modeling method (IDEF0), the Unified Modeling Language (UML) Use Case Diagram, and Business Process Model and Notation (BPMN) methods. In Phase 3, we created three conceptual models for the HIE approach.ResultsFrom the 47 manuscripts identified, three themes emerged: 1) medical consult process following patient-reported medical history, 2) integrated electronic dental record-electronic health record (EDR-EHR), and 3) HIE. Three models were built for each of the three themes. The use case diagrams described the actions of the dental patients, DCs, medical providers and the use of information systems (EDR-EHR/HIE). The IDEF0 models presented the major functions involved. The BPMN models depicted the detailed steps of the process and showed how the patient's medical history information flowed through different steps. The strengths and weaknesses revealed by the models of the three approaches were also compared.ConclusionsWe successfully modeled the DCs' current approaches of accessing patient medical history and designed an HIE approach that addressed the current approaches' weaknesses as well as leveraged their strengths. Organizational management and end-users can use this information to decide the optimum approach to integrate dental and medical care. The illustrated models are comprehensive and can also be adopted by EHR and EDR vendors to develop a connection between dental systems and HIEs.
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Affiliation(s)
- Shuning Li
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- *Correspondence: Shuning Li
| | - Anushri Singh Rajapuri
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
| | - Grace Gomez Felix Gomez
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
| | - Titus Schleyer
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
- Indiana University School of Medicine, Indianapolis, IN, United States
| | - Eneida A. Mendonca
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
- Indiana University School of Medicine, Indianapolis, IN, United States
| | - Thankam P. Thyvalikakath
- Dental Informatics, Indiana University School of Dentistry, Indianapolis, IN, United States
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, United States
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Lau P, Tran A, Chen M, Boyce E, Martin R, Calache H. Interprofessional diabetes and oral health management: what do primary healthcare professionals think? F1000Res 2021; 10:339. [PMID: 34925766 PMCID: PMC8647041 DOI: 10.12688/f1000research.52297.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/23/2021] [Indexed: 11/20/2022] Open
Abstract
Background: Diabetes and periodontitis have a bi-directional relationship. And yet, collaborations between primary healthcare practitioners in diabetes and oral health care are minimal. This study explored the views of general practice and oral health professionals on the link between diabetes and periodontitis, and interprofessional diabetes and oral health management. Methods: A sequential mixed-methods exploratory research design was used. General practice and oral health professionals were recruited from four community health centres in Melbourne. Quantitative surveys explored participants’ experiences, attitudes and knowledge of diabetes and oral health management and interprofessional collaboration; qualitative follow-up interviews explored survey responses with selected participants. Results: 58 participants completed the online surveys; 22 then participated in semi-structured interviews. Participants generally had strong intentions to collaborate interprofessionally in diabetes and oral health management. Most general practice and oral health professional participants were willing to perform simple screening for periodontitis or diabetes respectively. Themes from the interviews were grouped under three domains: ‘a
ttitude towards diabetes and oral health management’, ‘subjective norms’ and
‘perceived behavioural control’; and an overarching domain to describe participants’ ‘current practice’. Existing siloed primary healthcare practices and lack of formal referral pathways contribute to poor interprofessional collaboration. Most participants were unsure of each other’s responsibilities and roles. Their lack of training in the relationship between general and oral health, compounded by systemic barriers including time constraint, high dental costs, long public dental waiting list and unintegrated health information systems, also impeded interprofessional care. Conclusions: The diabetes and oral health link is not properly recognised or managed collaboratively by relevant primary healthcare professionals in Australia. There is, nonetheless, strong intentions to engage in interprofessional diabetes and oral health care to contribute to improved patient outcomes. Primary healthcare professionals need dedicated and accredited interprofessional training and competencies, formal referral systems and sustainable health policies to facilitate collaboration.
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Affiliation(s)
- Phyllis Lau
- Department of General Practice, The University of Melbbourne, Melbourne, Victoria, 3010, Australia
| | - Anthony Tran
- Department of General Practice, The University of Melbbourne, Melbourne, Victoria, 3010, Australia
| | - Matthew Chen
- Department of General Practice, The University of Melbbourne, Melbourne, Victoria, 3010, Australia
| | - Evelyn Boyce
- North Richmond Community Health, Richmond, VIC, 3121, Australia
| | - Rachel Martin
- North Richmond Community Health, Richmond, VIC, 3121, Australia.,Rural Health School, La Trobe University, Flora Hill, VIC, 3550, Australia
| | - Hanny Calache
- Rural Health School, La Trobe University, Flora Hill, VIC, 3550, Australia.,Institute of Health Transformation, Deakin University, Burwood, VIC, 3125, Australia
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Glurich I, Shimpi N, Bartkowiak B, Berg RL, Acharya A. Systematic review of studies examining contribution of oral health variables to risk prediction models for undiagnosed Type 2 diabetes and prediabetes. Clin Exp Dent Res 2021; 8:96-107. [PMID: 34850592 PMCID: PMC8874063 DOI: 10.1002/cre2.515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 10/10/2021] [Accepted: 10/16/2021] [Indexed: 11/24/2022] Open
Abstract
Objective To conduct systematic review applying “preferred reporting items for systematic reviews and meta‐analyses statement” and “prediction model risk of assessment bias tool” to studies examining the performance of predictive models incorporating oral health‐related variables as candidate predictors for projecting undiagnosed diabetes mellitus (Type 2)/prediabetes risk. Materials and Methods Literature searches undertaken in PubMed, Web of Science, and Gray literature identified eligible studies published between January 1, 1980 and July 31, 2018. Systematically reviewed studies met inclusion criteria if studies applied multivariable regression modeling or informatics approaches to risk prediction for undiagnosed diabetes/prediabetes, and included dental/oral health‐related variables modeled either independently, or in combination with other risk variables. Results Eligibility for systematic review was determined for seven of the 71 studies screened. Nineteen dental/oral health‐related variables were examined across studies. “Periodontal pocket depth” and/or “missing teeth” were oral health variables consistently retained as predictive variables in models across all systematically reviewed studies. Strong performance metrics were reported for derived models by all systematically reviewed studies. The predictive power of independently modeled oral health variables was marginally amplified when modeled with point‐of‐care biological glycemic measures in dental settings. Meta‐analysis was precluded due to high inter‐study variability in study design and population diversity. Conclusions Predictive modeling consistently supported “periodontal measures” and “missing teeth” as candidate variables for predicting undiagnosed diabetes/prediabetes. Validation of predictive risk modeling for undiagnosed diabetes/prediabetes across diverse populations will test the feasibility of translating such models into clinical practice settings as noninvasive screening tools for identifying at‐risk individuals following demonstration of model validity within the defined population.
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Affiliation(s)
- Ingrid Glurich
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Neel Shimpi
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Barb Bartkowiak
- Marshfield Clinic GE Magnin Medical Library, Marshfield Clinic Health System, Marshfield, Wisconsin, USA
| | - Richard L Berg
- Office of Research Computing and Analytics, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Amit Acharya
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA.,Advocate Aurora Research Institute, Advocate Aurora Health, Downers Grove, Illinois, USA
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Shimpi N, Panny A, Glurich I, Chyou PH, Acharya A. Knowledgeability, Attitude and Practice Behaviors of Dental Providers Toward Provisions of Integrated Care Delivery for Patients With Prediabetes/Diabetes: Wisconsin Statewide Survey. FRONTIERS IN DENTAL MEDICINE 2021. [DOI: 10.3389/fdmed.2021.674178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Introduction: To conduct a statewide survey among Wisconsin-based dental providers evaluating current knowledgeability, attitudes and practice behaviors surrounding management of patients with diabetes/prediabetes in the dental setting. The study explored perceptions on feasibility, value, barriers, and current status of integrated care model (ICM) adoption by dental practicesMaterials and Methods: A 32-question paper-based survey was mailed to all licensed dentists and dental hygienists practicing in Wisconsin. The study was conducted over a 4 week period in 2019. The survey instrument was adapted from a previous validated survey and was expanded to include questions on ICM adoption. Content and validity analyses and beta testing were conducted prior to dissemination of the survey. Descriptive statistics and chi-square tests were applied for data analyses. Thematic analyses was performed on open-ended questions.Results: Survey response rate was 12% (N = 854/7,356) representing 41% dentists and 59% dental hygienists. While 68% reported educating patients on oral health-diabetes association, only 18% reported medical consultations to inform dental treatment, and “frequent” (22%) or “occasional” (40%), medical triage. Knowledge-based questions were correctly answered by >70% of participants. While 50% valued chair-side glycemic screening and 85% supported non-invasive chair-side screening to identify at-risk patients,>88% relied on patient-reported diabetic status. Barriers to ICM adoption included time investment (70%), patient activation/cooperation (62%), cost (50%), insurance coverage (50%), infrequent interdisciplinary communication (46%), lack of equipment (33%) and provider (31%).Conclusion: Low rates of ICM adoption, chair-side testing, medical consultation and triage, and need for educational curricula reform were identified.
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7
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Wilson A, Hoang H, Bridgman H, Bettiol S, Crocombe L. Factors Influencing the Provision of Oral Health Care Practices by Antenatal Care Providers: A Systematic Review. J Womens Health (Larchmt) 2021; 31:231-241. [PMID: 33960834 DOI: 10.1089/jwh.2020.8956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Antenatal care (ANC) providers are recommended to promote oral health care during pregnancy through the provision of oral health care practices, but studies have indicated that providers remain unclear and inconstant in adopting these practices into routine care. Therefore, the objectives were to undertake a systematic review of the current oral health care practices of ANC providers and identify factors (barriers and facilitators) that influence the provision of ANC providers' oral health care practices. Methods: Qualitative and quantitative studies were systematically searched within four databases (database inception, October 2020). Studies were selected if they were published in English and conducted in developed countries. Thematic analysis was employed where reported barriers and facilitators from the included studies were grouped by themes and were inductively categorized within a multilevel framework. Reported current oral health care practices were deductively categorized according to a predetermined "assess," "advise," and "refer" framework. Summative frequencies of oral health care practices, if reported, were also extracted. Results: A total of 3519 ANC providers were included across 26 studies. Rates of reported current oral health care practices among ANC providers varied considerably. The most reported barriers related to providers' limited oral health care knowledge, concerns with dental costs, and absence of organizational referral processes. The most reported facilitators related to providers' level of oral health care knowledge, patient prompt, and access to informational and educational resources. Conclusions: Further efforts are needed to address the range of barriers identified in this review and support ANC providers' clinical practice behaviors. This includes improved interprofessional education, training opportunities, and integrated health care models.
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Affiliation(s)
- Annika Wilson
- Centre for Rural Health, College of Health and Medicine, University of Tasmania, Launceston, Tasmania, Australia
| | - Ha Hoang
- Centre for Rural Health, College of Health and Medicine, University of Tasmania, Launceston, Tasmania, Australia
| | - Heather Bridgman
- Centre for Rural Health, College of Health and Medicine, University of Tasmania, Launceston, Tasmania, Australia
| | - Silvana Bettiol
- Tasmanian School of Medicine, College of Health and Medicine, University of Tasmania, Hobart, Tasmania, Australia
| | - Leonard Crocombe
- Dentistry & Oral Health, Rural Health School, La Trobe University, Bendigo, Victoria, Australia
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8
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Paurobally N, Kruger E, Tennant M. Are diabetes and dental care providers in the Republic of Mauritius advising patients about the importance of oral health in diabetes management? Int J Dent Hyg 2020; 19:184-192. [PMID: 33219620 DOI: 10.1111/idh.12479] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 10/21/2020] [Accepted: 11/02/2020] [Indexed: 12/18/2022]
Abstract
Diabetes and dental care providers may greatly contribute in the early detection of oral diseases and diabetes, respectively, and in the prevention of complications of diabetes. However, there is limited collaboration and referrals between these two groups of health professionals. OBJECTIVE To investigate whether diabetic providers are addressing the importance of oral care in the management of diabetes and whether dental care providers are advising their patients with diabetes about the importance of glycaemic control. METHOD Descriptive statistics was used to report data collected from 720 patients with diabetes using a closed-end questionnaire. Logistic regression analysis revealed the factors significantly impacting whether participants received advice from healthcare providers. RESULTS The majority of participants did not receive advice from either diabetes (84%) or dental (75%) care providers regarding the reciprocal nature of diabetes and periodontitis. The factors significantly affecting receiving advice from diabetes care providers were place of residence (p = 0.003), self-reported type of diabetes (p = 0.000) receiving advice from dental care providers (p = 0.000); from dental care providers - education (p = 0.020), place of residence (p = 0.004), the number of years since diagnosis of diabetes (p = 0.002), frequency of dental visits (p = 0.000) and receiving advice from diabetes care providers (p = 0.000). CONCLUSION Diabetes and dental care providers in Mauritius are not addressing oral health care as an essential component of diabetes care. Patients with diabetes are neither being advised about the importance of regular dental visits by their treating doctor, nor about the importance of glycaemic control in the prevention of oral complications by their dentist.
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Affiliation(s)
- Nesha Paurobally
- International Research Collaborative - Oral Health and Equity, School of Human Sciences, The University of Western Australia, Crawley, Western Australia, Australia
| | - Estie Kruger
- International Research Collaborative - Oral Health and Equity, School of Human Sciences, The University of Western Australia, Crawley, Western Australia, Australia
| | - Marc Tennant
- International Research Collaborative - Oral Health and Equity, School of Human Sciences, The University of Western Australia, Crawley, Western Australia, Australia
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MacNeil RLM, Hilario H. The case for integrated oral and primary medical health care delivery: An introduction to an examination of three engaged healthcare entities. J Dent Educ 2020; 84:917-919. [PMID: 32638375 DOI: 10.1002/jdd.12286] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 06/16/2020] [Indexed: 11/06/2022]
Affiliation(s)
- R Lamont Monty MacNeil
- Division of General Dentistry, School of Dental Medicine, UConn Health, Farmington, Connecticut, USA
| | - Helena Hilario
- School of Dental Medicine, UConn Health, Farmington, Connecticut, USA
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10
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MacNeil RLM, Hilario H, Ryan MM, Glurich I, Nycz GR, Acharya A. The case for integrated oral and primary medical health care delivery: Marshfield Clinic Health System. J Dent Educ 2020; 84:924-931. [PMID: 32638376 DOI: 10.1002/jdd.12289] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/01/2020] [Accepted: 06/16/2020] [Indexed: 11/11/2022]
Affiliation(s)
- R Lamont Monty MacNeil
- Division of General Dentistry, UConn Health, School of Dental Medicine, Farmington, Connecticut, USA
| | - Helena Hilario
- UConn Health, School of Dental Medicine, Farmington, Connecticut, USA
| | - Megan M Ryan
- Family Health Center of Marshfield Inc., Marshfield Clinic Health System, Marshfield, Wisconsin, USA
| | - Ingrid Glurich
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Greg R Nycz
- Family Health Center of Marshfield Inc., Marshfield Clinic Health System, Marshfield, Wisconsin, USA
| | - Amit Acharya
- Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
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11
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Simon LE, Karhade DS, Tobey ML. Oral Health Status of Hospitalized Patients With Type 2 Diabetes. Diabetes Spectr 2020; 33:58-65. [PMID: 32116455 PMCID: PMC7026757 DOI: 10.2337/ds18-0089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Diabetes is associated with poor oral health, as well as reduced access to dental care. A large percentage of patients hospitalized in the United States carry a diagnosis of diabetes; however, the oral health status of patients with diabetes who are hospitalized is unknown. METHODS All patients meeting inclusion criteria on the general medicine service of a tertiary care hospital were invited to participate. Subjects were asked about their access to dental care and perceptions of their oral health. A dental hygienist conducted examinations, including decayed, missing, and filled teeth (DMFT) and periodontal screening and recording (PSR) indices on a subset of subjects. RESULTS The 105 subjects had a mean age of 69 ± 12 years and a median A1C of 7.5 ± 2.1%. Rates of comorbidity and polypharmacy were high. The mean number of DMFT was 23.0 ± 7.2, with 10.1 ± 7.2 missing teeth. Forty- four percent of subjects had a removable prosthesis. Sixty-eight percent had a PSR index ≥4 in at least one sextant, indicating moderate periodontal disease. CONCLUSION Rates of missing teeth, removable prostheses, and periodonal inflammation were high among hospitalized patients with diabetes, but patients did not perceive their oral health to be poor. Health care providers should be aware of the oral health risks of patients with diabetes during hospitalization, and dentists should consider screening patients with diabetes for recent hospitalization.
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Affiliation(s)
- Lisa E. Simon
- Harvard School of Dental Medicine, Boston, MA
- Harvard Medical School, Boston, MA
| | | | - Matthew L. Tobey
- Harvard Medical School, Boston, MA
- Massachusetts General Hospital, Boston, MA
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12
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Hegde H, Shimpi N, Panny A, Glurich I, Christie P, Acharya A. Development of non-invasive diabetes risk prediction models as decision support tools designed for application in the dental clinical environment. INFORMATICS IN MEDICINE UNLOCKED 2019; 17:100254. [PMID: 32864420 PMCID: PMC7453822 DOI: 10.1016/j.imu.2019.100254] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
The objective was to develop a predictive model using medical-dental data from an integrated electronic health record (iEHR) to identify individuals with undiagnosed diabetes mellitus (DM) in dental settings. Retrospective data retrieved from Marshfield Clinic Health System's data-warehouse was pre-processed prior to conducting analysis. A subset was extracted from the preprocessed dataset for external evaluation (Nvalidation) of derived predictive models. Further, subsets of 30%-70%, 40%-60% and 50%-50% case-to-control ratios were created for training/testing. Feature selection was performed on all datasets. Four machine learning (ML) classifiers were evaluated: logistic regression (LR), multilayer perceptron (MLP), support vector machines (SVM) and random forests (RF). Model performance was evaluated on Nvalidation. We retrieved a total of 5319 cases and 36,224 controls. From the initial 116 medical and dental features, 107 were used after performing feature selection. RF applied to the 50%-50% case-control ratio outperformed other predictive models over Nvalidation achieving a total accuracy (94.14%), sensitivity (0.941), specificity (0.943), F-measure (0.941), Mathews-correlation-coefficient (0.885) and area under the receiver operating curve (0.972). Future directions include incorporation of this predictive model into iEHR as a clinical decision support tool to screen and detect patients at risk for DM triggering follow-ups and referrals for integrated care delivery between dentists and physicians.
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Affiliation(s)
- Harshad Hegde
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Neel Shimpi
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Aloksagar Panny
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Ingrid Glurich
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Pamela Christie
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Amit Acharya
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, WI, USA
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13
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Adibi S, Li M, Salazar N, Seferovic D, Kookal K, Holland J, Walji M, Farach-Carson M. Medical and Dental Electronic Health Record Reporting Discrepancies in Integrated Patient Care. JDR Clin Trans Res 2019; 5:278-283. [DOI: 10.1177/2380084419879387] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Introduction: Oral health mirrors systemic health; yet, few clinics worldwide provide dental care as part of primary medical care, nor are dental records commonly integrated with medical records. Objectives: To determine the degree to which misreporting of underlying health conditions poses problems for dental clinicians, we assessed misreporting of 2 common medical health conditions—hypertension and diabetes—at the time of dental examination and assessment. Methods: Using comparative chart analysis, we analyzed medical records of a diverse group of patients previously seen at the University of Texas Physician outpatient practice and then treated at the University of Texas Health Science Center at Houston School of Dentistry. Electronic health records of patients aged ≥18 y were extracted from 2 databases: Allscripts (University of Texas Physician) and axiUm (University of Texas Health Science Center at Houston). We identified 1,013 patients with the commonly occurring conditions of diabetes, hypertension, or both, with nonintegrated records contained in Allscripts and axiUm. We identified the percentage of those patients previously diagnosed with diabetes and/or hypertension by their physicians who failed to report these conditions to their dental clinicians. Results: Of those patients with diabetes, 15.1% misreported their diabetes condition to their dental clinicians, while 29.0% of patients with hypertension also misreported. There was no relationship between sex and misreporting of hypertension or diabetes, but age significantly affected reporting of hypertension, with misreporting decreasing with age. Conclusions: Because these conditions affect treatment planning in the dental clinic, misreporting of underlying medical conditions can have negative outcomes for dental patients. We conclude that policies that support the integration of medical and dental records would meaningfully increase the quality of health care delivered to patients, particularly those dental patients with underlying medical conditions. Knowledge Transfer Statement: Our study illustrates an urgent need for policy innovation within a currently fragmented health care delivery system. Dental clinicians rely on the accuracy of health information provided by patients, which we found was misreported in ~15% to 30% of dental patient records. An integrated health care system can close these misreporting gaps. Policies that support the integration of medical and dental records can improve the quality of health care delivered, particularly for dental patients with underlying medical conditions.
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Affiliation(s)
- S. Adibi
- Department of General Practice and Dental Public Health, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - M. Li
- The Gateway Program, School of Social Sciences, Rice University, Houston, TX, USA
| | - N. Salazar
- The Gateway Program, School of Social Sciences, Rice University, Houston, TX, USA
| | - D. Seferovic
- Department of General Practice and Dental Public Health, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - K. Kookal
- Technology Services and Informatics, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - J.N. Holland
- Office of Research, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - M. Walji
- Department of Diagnostic and Biomedical Sciences, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - M.C. Farach-Carson
- Department of Diagnostic and Biomedical Sciences, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
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Shimpi N, Glurich I, Panny A, Acharya A. Knowledgeability, attitude, and practice behaviors of primary care providers toward managing patients' oral health care in medical practice: Wisconsin statewide survey. J Am Dent Assoc 2019; 150:863-872. [PMID: 31446976 DOI: 10.1016/j.adaj.2019.05.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 05/21/2019] [Accepted: 05/22/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND In this study, the authors sought to explore the receptivity, preparedness, and rates of adoption of integrated medical-dental models of care (MOCs) in the practice setting among primary care providers (PCPs) treating patients with diabetes mellitus (DM). METHODS The authors conducted an anonymous statewide survey targeting PCPs across a range of Wisconsin-based practice settings to evaluate knowledgeability, attitude, practice behaviors, and perceived barriers to oral health screening in a medical setting. Qualitative analytical approaches included thematic analyses applied to evaluate the status of and barriers to integrated medical-dental MOC adoption. RESULTS The integrated medical-dental MOC adoption rate was 34%. Top perceived barriers to integrated medical-dental MOC adoption included insurance coverage (71%) and care access (70%). A total of 39% indicated competency for educating patients about the association between DM and periodontitis. Although 72% of PCPs indicated optimal periodicity for oral health assessment as frequent, 39% reported frequently conducting such assessments. CONCLUSIONS Although PCPs indicate receptivity to integrated medical-dental MOCs, PCPs identify suboptimal education, lack of adequate training in oral-systemic disease assessment, and barriers to oral health care access as barriers to integrated medical-dental MOC adoption. PRACTICAL IMPLICATIONS Integrated medical-dental MOC adoption in care delivery to patients with DM remains below average. Interdisciplinary efforts and education are needed to address identified barriers to care integration.
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Simon L, Obadan-Udoh E, Yansane AI, Gharpure A, Licht S, Calvo J, Deschner J, Damanaki A, Hackenberg B, Walji M, Spallek H, Kalenderian E. Improving Oral-Systemic Healthcare through the Interoperability of Electronic Medical and Dental Records: An Exploratory Study. Appl Clin Inform 2019; 10:367-376. [PMID: 31141831 PMCID: PMC6541474 DOI: 10.1055/s-0039-1688832] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 04/08/2019] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVES Electronic health records (EHRs) are rarely shared among medical and dental providers. The purpose of this study was to assess current information sharing and the value of improved electronic information sharing among physicians and dentists in Germany and the United States. MATERIALS AND METHODS A survey was validated and distributed electronically to physicians and dentists at four academic medical centers. Respondents were asked anonymously about EHR use and the medical and dental information most valuable to their practice. RESULTS There were 118 responses, a response rate of 23.2%. The majority (63.9%) of respondents were dentists and the remainder were physicians. Most respondents (66.3%) rated the importance of sharing information an 8 or above on a 1-to-10 Likert scale. Dentists rated the importance of sharing clinical information significantly higher than physicians (p = 0.0033). Most (68.5%) providers could recall an instance when access to medical or dental information would have improved patient care. Dentists were significantly more likely to report this than physicians (p = 0.008). CONCLUSION Physicians would value a standardized measure of "oral health" in their EHR. Dentists were less likely to find specific medical diagnostic test results of value. Both dentists and physicians agreed that oral-systemic health was important; interoperable EHRs could facilitate information transfer between providers and enhance research on oral-systemic health connections. Both dentists and physicians believed that an interoperable EHR would be useful to practice, but desired information was different between these groups. Refinement of the information needed for shared practice is required.
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Affiliation(s)
- Lisa Simon
- Department of Oral Health Policy and Epidemiology, Harvard School of Dental Medicine, Boston, Massachusetts, United States
| | - Enihomo Obadan-Udoh
- Department of Preventive and Restorative Dental Sciences, Division of Oral Epidemiology and Dental Public Health, UCSF School of Dentistry, San Francisco, California, United States
| | - Alfa-Ibrahim Yansane
- Department of Preventive and Restorative Dental Sciences, UCSF School of Dentistry, San Francisco, California, United States
| | - Arti Gharpure
- Department of Preventive and Restorative Dental Sciences, UCSF School of Dentistry, San Francisco, California, United States
| | - Steven Licht
- University of Pittsburgh School of Dental Medicine, Pittsburgh, Pennsylvania, United States
| | - Jean Calvo
- Department of Pediatric Dentistry, UCSF School of Dentistry, San Francisco, California, United States
| | - James Deschner
- University Medical Center, University of Mainz, Mainz, Germany
| | - Anna Damanaki
- Department of Periodontology and Operative Dentistry, University Medical Center, University of Mainz, Mainz, Germany
| | - Berit Hackenberg
- Department of Otolaryngology, Head and Neck Surgery, University Medical Center, University of Mainz, Mainz, Germany
| | - Muhammad Walji
- Department of Diagnostic and Biomedical Sciences, Technology Services and Informatics, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, Texas, United States
| | - Heiko Spallek
- The University of Sydney School of Dentistry, Westmead, New South Wales, Australia
| | - Elsbeth Kalenderian
- Department of Preventive and Restorative Dental Sciences, UCSF School of Dentistry, San Francisco, California, United States
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Abstract
Over recent years, pediatric oral health has become well established in the United States as an essential component of pediatric health policy as evidenced by the programs authorized and funded by Congress. These actions have improved access and utilization of dental care, engaged primary care pediatrics in oral health, and improved children's oral health outcomes. Nonetheless, there remains a host of authorized but unfunded approaches to addressing children's oral health through coverage, workforce, safety net, prevention, and surveillance. Child health advocates and practitioners need to actively engage as advocates if further improvements are to be attained through policymaking.
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Affiliation(s)
- Burton L Edelstein
- Population Oral Health, Columbia University College of Dental Medicine, Columbia University Medical Center, 622 West 168th Street, PH7-311, Box 20, New York, NY 10032, USA; Children's Dental Health Project, 1020 19(th) Street NW, Suite 400, Washington, DC 20036.
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Shimpi N, Glurich I, Schroeder D, Katrak C, Chyou PH, Acharya A. Patient Awareness of Association of Diabetes and Periodontal Disease. Health Promot Pract 2018; 21:464-472. [PMID: 30238811 DOI: 10.1177/1524839918801909] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This cross-sectional study sought to assess the current awareness, knowledge, and behavior regarding diabetes mellitus (DM) and periodontal disease (PD) association among a convenience sample of patients from a large Wisconsin-based integrated medical-dental health care organization serving largely rurally based communities. An anonymous 10-question survey was distributed at regional medical and dental centers of dental and medical clinics of a single health care institution over a 4-week period, to achieve a cross-sectional sampling of patients aged 18 to 80 years. Among 946 respondents, 616 were female. Patient-reported periodicity for dental visits was highest between 6 months and 1 year (56.4%). Respondents reporting "poor-fair" knowledgeability surrounding DM-PD association correlated with highest interest in learning more about DM-PD relationship (p <.0001). While over 80% of respondents correctly answered questions about gum disease symptomology and contribution of oral health practices on diabetes prevention, only 51% knew that PD affected blood sugar control. Willingness to comply with medical screening conducted by dental providers for diseases affecting oral health was indicated by 44% of respondents (p < .0001). Study results indicated that knowledgeability levels among patients surrounding the effect of PD on DM needed improvement. Strategic educational interventions targeting improved health literacy among patients may further promote prevention of DM-PD complications. Health literacy gaps remain to be addressed in patient understanding of the importance of detecting and managing dysglycemia for maintenance of periodontal health, creating opportunities for patient education.
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Affiliation(s)
- Neel Shimpi
- Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Ingrid Glurich
- Marshfield Clinic Research Institute, Marshfield, WI, USA
| | | | | | - Po-Huang Chyou
- Marshfield Clinic Research Institute, Marshfield, WI, USA
| | - Amit Acharya
- Marshfield Clinic Research Institute, Marshfield, WI, USA
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