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Brondani M, Donnelly L, Christidis N, Grazziotin-Soares R, Ardenghi D, Siqueira AB. Perceptions about Aging and Ageism from 14 Cross-sectional Cohorts of Undergraduate Dental Students. JDR Clin Trans Res 2024; 9:114-122. [PMID: 37272546 DOI: 10.1177/23800844231175647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023] Open
Abstract
BACKGROUND Although positive and negative views of aging and older adults exist, how undergraduate dental students imagine their lives to be as they grow older remains to be fully explored. This study aimed at determining the self-perceived views of being 65, 75, or 85 y of age, as expressed by undergraduate dental students at the University of British Columbia (UBC), Vancouver, Canada. METHODS A 14-y cross-sectional study design was utilized involving third-year undergraduate dental students at UBC's Faculty of Dentistry. Brief individual essays (150 words) encompassing students' self-perceived views were gathered as part of a dental geriatric course from 2009 to 2022; however, essays were not mandatory. Saldaña's inductive coding and thematic analysis of textual data were used. Themes and categories of information were identified and matched with their excerpts while aiming for data saturation. RESULTS Over the 14-y period, 657 students were enrolled in UBC's undergraduate dental geriatric course, and 561 essays were collected. Inductive coding and thematic analysis identified 5 main themes and 11 categories. While themes included "oral health, general health, and the mind" and "me, myself, and familial relationships," the categories focused on "(un)able bodies" and "general health." Positive views about the aging process were shared, while less optimistic ideas-and even ageism-were apparent when students saw themselves as not employable or living in isolation. Positive and negative views were not bound by the students' academic year but might have been influenced by the COVID-19 pandemic. CONCLUSION Although the number of older adults already surpasses the number of children in many countries, ageism appears to have permeated through students' views of 3 older ages. More positive yet realistic views of growing older were also shared. Follow-up studies are needed to explore the impact of dental education on decreasing ageism. KNOWLEDGE TRANSFER STATEMENT As the proportion of older adults in the global population steadily grows, it is important to educate heath care providers about normal and pathologic aging to avoid ageism-stereotypes, prejudices, and discrimination against older adults. This cross-sectional study involved 14 cohorts of undergraduate dental students exploring their self-perceived views of growing older. Although positive and negative views of aging were shared, dental education must focus on decreasing ageism.
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Affiliation(s)
- M Brondani
- Faculty of Dentistry, University of British Columbia, Vancouver, Canada
| | - L Donnelly
- Faculty of Dentistry, University of British Columbia, Vancouver, Canada
| | - N Christidis
- Universitetstandvården, Karolinska Institutet, Huddinge, Sweden
| | | | - D Ardenghi
- Faculty of Dentistry, University of British Columbia, Vancouver, Canada
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Powell T, Taylor H. The relationship between self-reported poor mental health and complete tooth loss among the US adult population in 2019. FRONTIERS IN ORAL HEALTH 2024; 5:1363982. [PMID: 38606312 PMCID: PMC11007132 DOI: 10.3389/froh.2024.1363982] [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: 12/31/2023] [Accepted: 03/18/2024] [Indexed: 04/13/2024] Open
Abstract
Objective Very little is known about the association between poor mental health and poor oral health outcomes in the United Sates. This study investigated the prevalence of complete tooth loss among those with and without perceived poor mental health in a nationally representative sample of noninstitutionalized U.S. adults. Methods Using a cross-sectional study design, we analyzed the 2019 Medical Expenditures Panel Survey to determine the unweighted and weighted prevalence of complete tooth loss among adults. Chi-squared and multivariate logit regression with marginal effects were used to measure the association between complete tooth loss and perceived poor mental health, controlling for respondent characteristics. Results The prevalence of adults (ages 18 and older) experiencing complete tooth loss was 6% (95% CI: 5.6-6.4). Individuals who have perceived poor mental health were 1.90 percentage points (pps) more likely to report missing all their natural teeth (P = 0.006: 95% CI: 0.5-3.3). Other relevant predictors of complete tooth loss included current smoking status (5.9 pps; 95% CI: 4.5 to 7.2) and secondary education (-6.4 pps (95% CI: -7.0 to -4.8). Conclusions Overall, self-reported poor mental health was found to be associated with a greater likelihood of reporting complete tooth loss. Findings from this study underscore the need for greater integration of care delivery between behavioral health specialists and dental providers.
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Affiliation(s)
- Tasha Powell
- Comprehensive Care: Dental Hygiene, Indiana University School of Dentistry, Indianapolis, IN, United States
| | - Heather Taylor
- Health Policy and Management, Richard M. Fairbanks School of Public Health, Indianapolis University, Indianapolis, IN, United States
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Oladayo AM, Miyuraj Harishchandra HW, Zeng E, Caplan DJ, Butali A, Marchini L. Using machine learning algorithms to investigate factors associated with complete edentulism among older adults in the United States. SPECIAL CARE IN DENTISTRY 2024; 44:148-156. [PMID: 36749021 DOI: 10.1111/scd.12832] [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: 06/02/2022] [Revised: 01/10/2023] [Accepted: 01/19/2023] [Indexed: 02/08/2023]
Abstract
AIMS Edentulism is an incapacitating condition, and its prevalence is unequal among different population groups in the United States (US) despite its declining prevalence. This study aimed to investigate the current prevalence, apply Machine Learning (ML) Algorithms to investigate factors associated with complete tooth loss among older US adults, and compare the performance of the models. METHODS The cross-sectional 2020 Behavioral Risk Factor Surveillance System (BRFSS) data was used to evaluate the prevalence and factors associated with edentulism. ML models were developed to identify factors associated with edentulism utilizing seven ML algorithms. The performance of these models was compared using the area under the receiver operating characteristic curve (AUC). RESULTS An overall prevalence of 11.9% was reported. The AdaBoost algorithm (AUC = 84.9%) showed the best performance. Analysis showed that the last dental visit, educational attainment, smoking, difficulty walking, and general health status were among the top factors associated with complete edentulism. CONCLUSION Findings from our study support the declining prevalence of complete edentulism in older adults in the US and show that it is possible to develop a high-performing ML model to investigate the most important factors associated with edentulism using nationally representative data.
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Affiliation(s)
- Abimbola M Oladayo
- Department of Preventive and Community Dentistry, The University of Iowa College of Dentistry, Iowa City, Iowa, USA
| | | | - Erliang Zeng
- Division of Biostatistics and Computational Biology, The University of Iowa College of Dentistry, Iowa City, Iowa, USA
| | - Daniel J Caplan
- Department of Preventive and Community Dentistry, The University of Iowa College of Dentistry, Iowa City, Iowa, USA
| | - Azeez Butali
- Department of Oral Pathology, Radiology, and Medicine and Iowa Institute for Oral Health, The University of Iowa College of Dentistry, Iowa City, Iowa, USA
| | - Leonardo Marchini
- Department of Preventive and Community Dentistry, The University of Iowa College of Dentistry, Iowa City, Iowa, USA
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Preisser J, Moss K, Finlayson T, Jones J, Weintraub J. Prediction Model Development and Validation of 12-Year Incident Edentulism of Older Adults in the United States. JDR Clin Trans Res 2023; 8:384-393. [PMID: 35945823 PMCID: PMC10504805 DOI: 10.1177/23800844221112062] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
Abstract
INTRODUCTION Edentulism affects health and quality of life. OBJECTIVES Identify factors that predict older adults becoming edentulous over 12 y in the US Health and Retirement Study (HRS) by developing and validating a prediction model. METHODS The HRS includes data on a representative sample of US adults aged >50 y. Selection criteria included participants in 2006 and 2018 who answered, "Have you lost all of your upper and lower natural permanent teeth?" Persons who answered "no" in 2006 and "yes" in 2018 experienced incident edentulism. Excluding 2006 edentulous, the data set (n = 4,288) was split into selection (70%, n = 3,002) and test data (30%, n = 1,286), and Monte Carlo cross-validation was applied to 500 random partitions of the selection data into training (n = 1,716) and validation (n = 1,286) data sets. Fitted logistic models from the training data sets were applied to the validation data sets to obtain area under the curve (AUC) for 32 candidate models. Six variables were included in all models (age, race/ethnicity, gender, education, smoking, last dental visit) while all combinations of 5 variables (income, alcohol use, self-rated health, loneliness, cognitive status) were considered for inclusion. The best parsimonious model based on highest mean AUC was fitted to the selection data set to obtain a final prediction equation. It was applied to the test data to estimate AUC and 95% confidence interval using 1,000 bootstrap samples. RESULTS From 2006 to 2018, 9.7% of older adults became edentulous. The 2006 mean (SD) age was 66.7 (8.7) for newly edentulous and 66.3 (8.4) for dentate (P = 0.31). The baseline 6-variable model mean AUC was 0.740. The 7-variable model with cognition had AUC = 0.749 and test data AUC = 0.748 (95% confidence interval, 0.715-0.781), modestly improving prediction. Negligible improvement was gained from adding more variables. CONCLUSION Cognition information improved the 12-y prediction of becoming edentulous beyond the modifiable risk factors of smoking and dental care use, as well as nonmodifiable demographic factors. KNOWLEDGE TRANSFER STATEMENT This prediction modeling and validation study identifies cognition as well as modifiable (dental care use, smoking) and nonmodifiable factors (race, ethnicity, gender, age, education) associated with incident complete tooth loss in the United States. This information is useful for the public, dental care providers, and health policy makers in improving approaches to preventive care, oral and general health, and quality of life for older adults.
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Affiliation(s)
- J.S. Preisser
- Biostatistics, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - K. Moss
- Division of Comprehensive Oral Health University of North Carolina at Chapel Hill, Adams School of Dentistry, Chapel Hill, NC, USA
| | - T.L. Finlayson
- Health Management and Policy, San Diego State University School of Public Health, San Diego, CA, USA
| | - J.A. Jones
- University of Detroit Mercy, Detroit, MI, USA
| | - J.A. Weintraub
- Division of Pediatric and Public Health, University of North Carolina at Chapel Hill, Adams School of Dentistry, Chapel Hill, NC, USA
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Ettinger RL, Marchini L. Treatment of an edentulous patient over 23 years showing the influence of systemic health on oral health and quality of life. SPECIAL CARE IN DENTISTRY 2023; 43:258-266. [PMID: 35709390 DOI: 10.1111/scd.12748] [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: 05/27/2022] [Accepted: 05/29/2022] [Indexed: 11/28/2022]
Abstract
This case history follows the treatment of a 61-year-old edentulous woman over a period of 23 years. The patient was wearing complete dentures for 25 years prior to treatment, was in pain, and having difficulty eating. Many treatments were tried, including multiple soft liners, hydroxyapatite to improve her mandibular ridge, and finally an implant-supported-overdenture. However, in spite of using all the technical procedures and materials available to us at the time of treating the patient, we were unable to sustain the comfort and quality of life for this patient. This happened because of the severe resorption of her mandible, with an intolerance to occlusal loading, and the continuous deterioration of her systemic health.
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Affiliation(s)
- Ronald L Ettinger
- Department of Prosthodontics, The University of Iowa College of Dentistry and Dental Clinics, Iowa City, Iowa, USA
| | - Leonardo Marchini
- Department of Preventive and Community Dentistry, The University of Iowa College of Dentistry and Dental Clinics, Iowa City, Iowa, USA
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Simon L, Song Z, Barnett ML. Dental Services Use: Medicare Beneficiaries Experience Immediate And Long-Term Reductions After Enrollment. Health Aff (Millwood) 2023; 42:286-295. [PMID: 36745837 PMCID: PMC10022587 DOI: 10.1377/hlthaff.2021.01899] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Traditional Medicare does not cover routine dental care, but little is known about transitions in dental outcomes upon reaching Medicare eligibility at age sixty-five. Using data from the 2010-19 Medical Expenditure Panel Surveys, we examined dental insurance, utilization, and outcomes among US adults before and after age sixty-five, using a regression discontinuity design and segmented regression analysis. Among 97,108 US adults representing a weighted population of 104,787,300 people, complete edentulism, or the loss of all teeth, increased by 4.8 percentage points at age sixty-five, and the percentage of people receiving restorative dental care decreased by 8.7 percentage points. Enrollment in Medicare Advantage, which may offer a dental benefit, was not associated with greater use of dental services relative to traditional Medicare, and Medicare Advantage enrollees had a significantly larger drop in dental spending from private insurance at age sixty-five than traditional Medicare enrollees. Expanding Medicare to cover dental services may help counteract these effects among all enrollees.
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Affiliation(s)
- Lisa Simon
- Lisa Simon , Harvard University and Brigham and Women's Hospital, Boston, Massachusetts
| | - Zirui Song
- Zirui Song, Harvard University and Massachusetts General Hospital, Boston, Massachusetts
| | - Michael L Barnett
- Michael L. Barnett, Harvard University and Brigham and Women's Hospital
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Relationship between weight loss and regular dental management of older adults residing in long-term care facilities: a 1-year multicenter longitudinal study. Eur Geriatr Med 2021; 13:221-231. [PMID: 34709606 DOI: 10.1007/s41999-021-00576-3] [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: 07/04/2021] [Accepted: 10/18/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE This study aimed to determine the association between home visits by a dentist and regular oral hygiene management by a dental hygienist (regular dental management: RDM) and weight loss among older adults in long-term care facilities. METHODS A total of 468 older residents from 26 Japanese long-term care facilities participated in two surveys in 2018 and 2019. Participants were divided into two groups based on their diet during the baseline survey (regular diet, n = 256; dysphagia diet, n = 212). Participants with a regular diet were further divided into those who exhibited a weight loss ≥ 5% over 1 year (weight loss group: n = 77) and those with a weight loss < 5% (consistent weight group: n = 179). The explanatory variables were age, sex, baseline weight, Barthel index, and clinical dementia rating, as well as the patients' medical history of pneumonia, stroke, diabetes, and depression (which is reportedly associated with weight). Additionally, a Poisson regression with robust standard error, was carried out to analyze the explanatory variables, namely the prevalence of RDM noted during the study and functional teeth (which seemed to affect weight loss). RESULTS A multivariate analysis revealed that older residents' lack of RDM, clinical dementia assessment, and their history of pneumonia (prevalence rate ratio: 0.35, 95% confidence interval 0.24-0.95) were all significantly associated with weight loss when on a regular diet. CONCLUSION Thus, weight loss and RDM were related to each other. Weight loss may be suppressed by incorporating RDMs during the early nursing care for older residents on regular diets.
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Vallim AC, Gaio EJ, Oppermann RV, Rösing CK, Albandar JM, Susin C, Haas AN. Obesity as a risk factor for tooth loss over 5 years: A population-based cohort study. J Clin Periodontol 2020; 48:14-23. [PMID: 33010056 DOI: 10.1111/jcpe.13378] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 08/18/2020] [Accepted: 09/24/2020] [Indexed: 12/12/2022]
Abstract
AIM To assess obesity as a risk factor for tooth loss over 5 years in an urban sample of Brazilian adults. MATERIALS AND METHODS A total of 1586 individuals were surveyed using a multistage probabilistic approach. Five years later, 635 individuals 14-64 years old were re-examined. An incident case of tooth loss was determined for a participant that had lost at least one tooth over time. Obesity was evaluated by calculating body mass index at baseline and by the change in obesity status over time. RESULTS Incident cases of tooth loss were significantly more frequent among obese (47.1%) than normal-weight individuals (32.4%) (p = .004). Obese individuals had 31% higher risk [relative risk (RR) =1.31; 95% confidence interval (95%CI) 1.04-1.65] for tooth loss than normal-weight individuals adjusting for age, socio-economic status, smoking, dental care and periodontitis. This association was significant for females (RR=1.47, 95%CI 1.08-2.01), but not for males. The risk for tooth loss was also modified by presence of periodontitis at baseline and lifetime smoking exposure. There was an increased risk for tooth loss for those that remained obese than those that remained normal weight. CONCLUSION Obesity is associated with higher risk for tooth loss. This association was modified by sex, periodontal status and smoking.
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Affiliation(s)
- Ana Carolina Vallim
- Periodontology, Faculty of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Eduardo José Gaio
- Periodontology, Faculty of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Rui Vicente Oppermann
- Periodontology, Faculty of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Jasim M Albandar
- Periodontal Diagnostics Research Laboratory, Department of Periodontology and Oral Implantology, Temple University School of Dentistry, Philadelphia, PA, USA
| | - Cristiano Susin
- Department of Periodontology, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alex Nogueira Haas
- Periodontology, Faculty of Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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Foiles Sifuentes AM, Castaneda-Avila MA, Lapane KL. The relationship of aging, complete tooth loss, and having a dental visit in the last 12 months. Clin Exp Dent Res 2020; 6:550-557. [PMID: 32737945 PMCID: PMC7545228 DOI: 10.1002/cre2.309] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 06/13/2020] [Accepted: 06/18/2020] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES To evaluate the extent to which dental health care visits in the past year differed among older adults with and without edentulism. MATERIAL AND METHODS We conducted a cross-sectional study using the 2017 Medical Expenditure Panel Survey among participants aged ≥50 years (n = 10,480, weighted = 112,116,641). Two self-reported outcome variables were used: loss of all teeth from upper and lower jaws (yes/no) and dental visit in the last 12 months (yes/no). Logistic models were used to estimate adjusted odds ratios (aOR) and 95% confidence intervals (CI). RESULTS Overall, 11.4% of the non-institutionalized U.S. population aged ≥50 years were edentulous; the prevalence was higher in those with advanced age. Adherence to annual oral health visits was 16% among those with edentulism, 52% among those without. The prevalence of dental care visits in the past year was higher among those with advanced age without edentulism, but for those with edentulism, the odds of visiting a dental care provider was lower in all age groups compared to those 50-59 years ((60-69 years): aOR: 0.58, CI:0.36-0.95; (70-79 years): aOR: 0.51, CI: 0.30-0.88; (≥ 80 years): aOR: 0.45, CI: 0.26-0.80)). CONCLUSION Although the prevalence of edentulism was higher in those with advanced age, oral health visits during the last 12 months were less frequent in older adults with edentulism. Interventions to improve adherence to dental care recommendations in the growing aging population are warranted.
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Affiliation(s)
- Andriana M Foiles Sifuentes
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Maira A Castaneda-Avila
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Kate L Lapane
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
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