首页 > 最新文献

Journal of public health dentistry最新文献

英文 中文
Oral Health and Quality of Life Among Unhoused Residents in Chicago: Implications for Public Health Interventions. 芝加哥无家可归居民的口腔健康和生活质量:对公共卫生干预的影响。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2025-12-16 DOI: 10.1111/jphd.70024
Erin Seunghee Kim, Abigail McIntosh, Rachel Chang, Evan A Patel, Katie Holland, Vanessa Stubbs, Ashok Jagasia, Mihir K Bhayani

Objective: To investigate disparities in oral health and quality of life between unhoused and housed populations in Chicago, Illinois, and highlight potential areas for policy intervention.

Methods: Cross-sectional study using the modified Oral Health Impact Profile (OHIP-14), a 14-item validated survey assessing seven domains affected by oral health, such as functional limitation, pain, and social disability. Data were collected from unhoused patients at the Rush CURE Clinic and housed patients from the Rush University Department of Otolaryngology Clinic in Chicago, Illinois. Demographics, oral health, and quality of life perception data were collected through the OHIP-14 survey. Statistical analysis included descriptive statistics, binomial tests, and ANOVA.

Results: Housed patients had increased access to healthy food (97% vs. 51%, p < 0.001), health insurance (100% vs. 65%, p < 0.001), and employment (64% vs. 35%, p < 0.001). Unhoused patients reported greater challenges across multiple OHIP-14 domains, including dissatisfaction with diet (33.3% vs. 7.7%, p < 0.001), difficulty with occupational activities (22% vs. 5.2%, p < 0.001), and lower overall quality of life satisfaction (32% vs. 5.2%, p < 0.001).

Conclusions: This study underscores the intersection of homelessness, oral health, and social determinants of quality of life. Findings may guide policymakers in designing targeted, community-based preventive interventions-particularly expanding oral health services, nutritional support, and employment resources for vulnerable populations. Structurally informed public health strategies are needed to reduce oral health inequities and their downstream effects on daily functioning and overall wellbeing.

目的:调查伊利诺伊州芝加哥市无住房人群和有住房人群在口腔健康和生活质量方面的差异,并强调政策干预的潜在领域。方法:采用修改后的口腔健康影响量表(OHIP-14)进行横断面研究,该调查包含14个项目,评估了七个受口腔健康影响的领域,如功能限制、疼痛和社会残疾。数据收集自拉什治疗诊所的未住院患者和伊利诺伊州芝加哥拉什大学耳鼻喉科诊所的住院患者。通过OHIP-14调查收集人口统计、口腔健康和生活质量感知数据。统计分析包括描述性统计、二项检验和方差分析。结果:住在收容所的患者获得健康食品的机会增加了(97%对51%)。结论:本研究强调了无家可归、口腔健康和生活质量的社会决定因素之间的交集。研究结果可以指导决策者设计有针对性的、以社区为基础的预防干预措施,特别是为弱势群体扩大口腔卫生服务、营养支持和就业资源。需要有结构上知情的公共卫生战略,以减少口腔卫生不公平及其对日常功能和整体福祉的下游影响。
{"title":"Oral Health and Quality of Life Among Unhoused Residents in Chicago: Implications for Public Health Interventions.","authors":"Erin Seunghee Kim, Abigail McIntosh, Rachel Chang, Evan A Patel, Katie Holland, Vanessa Stubbs, Ashok Jagasia, Mihir K Bhayani","doi":"10.1111/jphd.70024","DOIUrl":"10.1111/jphd.70024","url":null,"abstract":"<p><strong>Objective: </strong>To investigate disparities in oral health and quality of life between unhoused and housed populations in Chicago, Illinois, and highlight potential areas for policy intervention.</p><p><strong>Methods: </strong>Cross-sectional study using the modified Oral Health Impact Profile (OHIP-14), a 14-item validated survey assessing seven domains affected by oral health, such as functional limitation, pain, and social disability. Data were collected from unhoused patients at the Rush CURE Clinic and housed patients from the Rush University Department of Otolaryngology Clinic in Chicago, Illinois. Demographics, oral health, and quality of life perception data were collected through the OHIP-14 survey. Statistical analysis included descriptive statistics, binomial tests, and ANOVA.</p><p><strong>Results: </strong>Housed patients had increased access to healthy food (97% vs. 51%, p < 0.001), health insurance (100% vs. 65%, p < 0.001), and employment (64% vs. 35%, p < 0.001). Unhoused patients reported greater challenges across multiple OHIP-14 domains, including dissatisfaction with diet (33.3% vs. 7.7%, p < 0.001), difficulty with occupational activities (22% vs. 5.2%, p < 0.001), and lower overall quality of life satisfaction (32% vs. 5.2%, p < 0.001).</p><p><strong>Conclusions: </strong>This study underscores the intersection of homelessness, oral health, and social determinants of quality of life. Findings may guide policymakers in designing targeted, community-based preventive interventions-particularly expanding oral health services, nutritional support, and employment resources for vulnerable populations. Structurally informed public health strategies are needed to reduce oral health inequities and their downstream effects on daily functioning and overall wellbeing.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":" ","pages":"3-9"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145770261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing Oral Health in Puerto Rico: A Policy Success Story Featuring the Puerto Rico Oral Health Coalition. 促进波多黎各口腔健康:以波多黎各口腔健康联盟为特色的政策成功故事。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2025-09-16 DOI: 10.1111/jphd.70010
Mónica Torres-Resto, Luis Rodriguez Reyes, Fernando Mercado, Elaine M Pagán

Introduction: Puerto Rico has a higher prevalence of oral diseases compared to the U.S., underscoring the urgent need for preventive measures beyond the dentist's office. In response, the Puerto Rico Oral Health Coalition (PR-OHC) adopted a collaborative approach, bringing together public and private stakeholders to promote oral health across the archipelago.

Objective: This article showcases the impact of PR-OHC's efforts in reducing oral health disparities, promoting preventive services for children, and improving access to care by implementing Law No. 63-2017 and the Oral Exam Certificate (OEC) Program.

Methods: PR-OCH analyzed oral health needs and formulated a mission that included identifying disparities, expanding preventive services, and advocating for evidence-based public health policies. Efforts culminated in legislative action, elevating oral health as a public health issue. The law tasked the Department of Health with the implementation and tracking of an obligatory OEC for students in public and private schools.

Results: The law's implementation resulted in increased preventive dental visits among 1 to 16-year-old children who are beneficiaries of the Government Health Plan (Medicaid funds), the creation of an available and adequate oral health education delivery system, collaborative policy initiatives, and collaborations among stakeholders. After 7 years, 357,867 OEC's have been submitted.

Conclusion: PR-OHC's initiatives tackled oral health disparities by promoting routine exams-ensuring early detection, prevention, and treatment-and highlighting the importance of dental homes among school-aged children. The Coalition remains actively engaged in advocating for this policy and maintains a leadership role in advancing oral health, fostering interagency collaboration, and improving access for underserved communities.

简介:与美国相比,波多黎各的口腔疾病患病率更高,强调了在牙医办公室之外采取预防措施的迫切需要。为此,波多黎各口腔健康联盟(PR-OHC)采取了合作方式,将公共和私营利益攸关方聚集在一起,促进整个群岛的口腔健康。目的:本文展示了PR-OHC通过实施第63-2017号法律和口腔考试证书(OEC)计划,在缩小口腔健康差距、促进儿童预防服务和改善护理可及性方面所做的努力的影响。方法:PR-OCH分析了口腔健康需求,并制定了一项任务,包括发现差距,扩大预防服务,倡导循证公共卫生政策。这些努力最终促成了立法行动,将口腔健康提升为一个公共卫生问题。该法律责成卫生部对公立和私立学校的学生实施和跟踪强制性的OEC。结果:该法律的实施增加了政府健康计划(医疗补助基金)受益人1至16岁儿童的预防性牙科就诊,建立了可用和充分的口腔健康教育提供系统,协作政策倡议以及利益相关者之间的合作。7年后,提交了357,867份OEC。结论:PR-OHC的倡议通过促进常规检查——确保早期发现、预防和治疗——以及强调学龄儿童牙科之家的重要性,解决了口腔健康差距问题。该联盟继续积极倡导这项政策,并在促进口腔健康、促进机构间合作和改善服务不足社区获得服务方面保持领导作用。
{"title":"Advancing Oral Health in Puerto Rico: A Policy Success Story Featuring the Puerto Rico Oral Health Coalition.","authors":"Mónica Torres-Resto, Luis Rodriguez Reyes, Fernando Mercado, Elaine M Pagán","doi":"10.1111/jphd.70010","DOIUrl":"10.1111/jphd.70010","url":null,"abstract":"<p><strong>Introduction: </strong>Puerto Rico has a higher prevalence of oral diseases compared to the U.S., underscoring the urgent need for preventive measures beyond the dentist's office. In response, the Puerto Rico Oral Health Coalition (PR-OHC) adopted a collaborative approach, bringing together public and private stakeholders to promote oral health across the archipelago.</p><p><strong>Objective: </strong>This article showcases the impact of PR-OHC's efforts in reducing oral health disparities, promoting preventive services for children, and improving access to care by implementing Law No. 63-2017 and the Oral Exam Certificate (OEC) Program.</p><p><strong>Methods: </strong>PR-OCH analyzed oral health needs and formulated a mission that included identifying disparities, expanding preventive services, and advocating for evidence-based public health policies. Efforts culminated in legislative action, elevating oral health as a public health issue. The law tasked the Department of Health with the implementation and tracking of an obligatory OEC for students in public and private schools.</p><p><strong>Results: </strong>The law's implementation resulted in increased preventive dental visits among 1 to 16-year-old children who are beneficiaries of the Government Health Plan (Medicaid funds), the creation of an available and adequate oral health education delivery system, collaborative policy initiatives, and collaborations among stakeholders. After 7 years, 357,867 OEC's have been submitted.</p><p><strong>Conclusion: </strong>PR-OHC's initiatives tackled oral health disparities by promoting routine exams-ensuring early detection, prevention, and treatment-and highlighting the importance of dental homes among school-aged children. The Coalition remains actively engaged in advocating for this policy and maintains a leadership role in advancing oral health, fostering interagency collaboration, and improving access for underserved communities.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":" ","pages":"65-71"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145071423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association Between Perceived Racial Discrimination, Socioeconomic Status, and Oral Health Among Children: Evidence From the National Survey of Children's Health 2016-2022. 感知种族歧视、社会经济地位和儿童口腔健康之间的关系:来自2016-2022年全国儿童健康调查的证据
IF 1.5 Pub Date : 2026-03-01 DOI: 10.1111/jphd.70016
Linnea A Evans, Catria Gadwah-Meaden, Kimberley H Geissler, Ashley M Kranz

Objective: Examine the association between perceived racial discrimination and children's oral health outcomes by race-ethnicity and socioeconomic status (SES).

Methods: Using the National Survey of Children's Health (2016-2022), we examined the relationship between perceived racial discrimination (caregiver-reported child exposure) and two outcomes: a child's receipt of a dental visit and the presence of any oral health problem in the past year. Logistic regression models were estimated, stratified by race-ethnicity (Black, Hispanic, White), and adjusted for SES using the federal poverty level (FPL). We also interacted perceived racial discrimination and FPL to observe how associations differ by SES.

Results: Perceived racial discrimination was associated with lower rates of dental visits for White and Hispanic children, with no significant association for Black children. Perceived racial discrimination was associated with a higher likelihood of having an oral health problem for all three racial-ethnic groups. In interaction models, associations with dental visits were inconsistent. The association between perceived racial discrimination and having an oral health problem in the past year was primarily isolated to the lowest SES strata (< 200% FPL), with higher likelihoods of having an oral health problem for all three racial-ethnic groups among those who perceived racial discrimination.

Conclusions: Perceived racial discrimination is associated with worse oral health and inconsistently with having a dental visit. The stronger association with oral health problems among children in the lowest SES strata highlights the need for targeted interventions addressing both racial discrimination and SES disparities to improve child oral health outcomes.

目的:通过种族和社会经济地位(SES)考察种族歧视感知与儿童口腔健康结果的关系。方法:使用全国儿童健康调查(2016-2022),我们检查了感知到的种族歧视(照顾者报告的儿童暴露)与两个结果之间的关系:儿童在过去一年中接受牙科检查和存在任何口腔健康问题。对Logistic回归模型进行估计,按种族(黑人、西班牙裔、白人)分层,并使用联邦贫困水平(FPL)对SES进行调整。我们还将感知到的种族歧视和FPL相互作用,以观察不同社会地位之间的关联是如何不同的。结果:感知到的种族歧视与白人和西班牙裔儿童较低的牙科就诊率有关,而与黑人儿童无显著关联。在所有三个种族中,种族歧视都与患口腔健康问题的可能性较高有关。在相互作用模型中,与牙科就诊的关联不一致。感知到的种族歧视与过去一年的口腔健康问题之间的联系主要孤立于最低的社会经济地位阶层(结论:感知到的种族歧视与较差的口腔健康有关,并且与牙科就诊不一致。)社会经济地位最低阶层的儿童与口腔健康问题有更强的联系,这突出表明需要采取有针对性的干预措施,解决种族歧视和社会经济地位差异问题,以改善儿童口腔健康结果。
{"title":"Association Between Perceived Racial Discrimination, Socioeconomic Status, and Oral Health Among Children: Evidence From the National Survey of Children's Health 2016-2022.","authors":"Linnea A Evans, Catria Gadwah-Meaden, Kimberley H Geissler, Ashley M Kranz","doi":"10.1111/jphd.70016","DOIUrl":"https://doi.org/10.1111/jphd.70016","url":null,"abstract":"<p><strong>Objective: </strong>Examine the association between perceived racial discrimination and children's oral health outcomes by race-ethnicity and socioeconomic status (SES).</p><p><strong>Methods: </strong>Using the National Survey of Children's Health (2016-2022), we examined the relationship between perceived racial discrimination (caregiver-reported child exposure) and two outcomes: a child's receipt of a dental visit and the presence of any oral health problem in the past year. Logistic regression models were estimated, stratified by race-ethnicity (Black, Hispanic, White), and adjusted for SES using the federal poverty level (FPL). We also interacted perceived racial discrimination and FPL to observe how associations differ by SES.</p><p><strong>Results: </strong>Perceived racial discrimination was associated with lower rates of dental visits for White and Hispanic children, with no significant association for Black children. Perceived racial discrimination was associated with a higher likelihood of having an oral health problem for all three racial-ethnic groups. In interaction models, associations with dental visits were inconsistent. The association between perceived racial discrimination and having an oral health problem in the past year was primarily isolated to the lowest SES strata (< 200% FPL), with higher likelihoods of having an oral health problem for all three racial-ethnic groups among those who perceived racial discrimination.</p><p><strong>Conclusions: </strong>Perceived racial discrimination is associated with worse oral health and inconsistently with having a dental visit. The stronger association with oral health problems among children in the lowest SES strata highlights the need for targeted interventions addressing both racial discrimination and SES disparities to improve child oral health outcomes.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":"86 Suppl 1 ","pages":"8-19"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147501300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Equity-A Commentary. 部分股权评论。
IF 1.5 Pub Date : 2026-03-01 DOI: 10.1111/jphd.70029
Caswell A Evans

This editorial is an invited contribution to the JPHD Supplement focused on health equity. This editorial draws on scholarly and lived experience as well as critical insights related to health equity and future directions in dental public health. This editorial aims to support the specialty in work that is needed now more than ever.

这篇社论是《联合博士增刊》的特邀投稿,重点关注卫生公平问题。这篇社论借鉴了学术和生活经验,以及与卫生公平和牙科公共卫生未来方向有关的关键见解。这篇社论旨在支持现在比以往任何时候都更需要的专业工作。
{"title":"Equity-A Commentary.","authors":"Caswell A Evans","doi":"10.1111/jphd.70029","DOIUrl":"https://doi.org/10.1111/jphd.70029","url":null,"abstract":"<p><p>This editorial is an invited contribution to the JPHD Supplement focused on health equity. This editorial draws on scholarly and lived experience as well as critical insights related to health equity and future directions in dental public health. This editorial aims to support the specialty in work that is needed now more than ever.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":"86 Suppl 1 ","pages":"102-103"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147501306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dental Care Utilization and Expenditures Among Individuals With Asthma. 哮喘患者牙科护理的使用和支出。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2025-12-11 DOI: 10.1111/jphd.70026
Shillpa Naavaal, Vaibhavi Mone

Objectives: To examine dental care utilization and health and dental care expenditures among individuals with asthma.

Methods: Data from the 2022 Medical Expenditure Panel Survey (MEPS) (n = 21,405) were used to examine dental care utilization (any dental, preventive dental, and treatment dental visit) among individuals ≥ 1 year with and without asthma, and mean expenditures were summarized.

Results: Overall, the asthma diagnosis was 13.2%, 14.7% in working-age adults compared to 9.5% in children. The percentage of treatment dental visits was higher overall (17.0% vs. 14.5%, p < 0.05) among the asthma group compared to the non-asthma group. Among individuals with asthma, those who had preventive dental visits had lower dental expenditures compared to those who had treatment dental visits for all age groups.

Conclusion: Individuals with asthma had a higher prevalence of using dental treatment services. To support oral health among individuals with asthma, healthcare providers should educate and encourage the use of preventive dental care.

目的:了解哮喘患者的牙科保健使用情况、健康和牙科保健支出情况。方法:采用2022年医疗支出小组调查(MEPS) (n = 21,405)的数据,对患有和不患有哮喘≥1年的个体进行牙科保健利用(任何牙科,预防性牙科和治疗性牙科就诊),并总结平均支出。结果:总体而言,哮喘诊疗率为13.2%,工作年龄成人为14.7%,儿童为9.5%。总体而言,接受牙科治疗的比例更高(17.0% vs. 14.5%)。结论:哮喘患者接受牙科治疗的比例更高。为了支持哮喘患者的口腔健康,医疗保健提供者应该教育和鼓励使用预防性牙科保健。
{"title":"Dental Care Utilization and Expenditures Among Individuals With Asthma.","authors":"Shillpa Naavaal, Vaibhavi Mone","doi":"10.1111/jphd.70026","DOIUrl":"10.1111/jphd.70026","url":null,"abstract":"<p><strong>Objectives: </strong>To examine dental care utilization and health and dental care expenditures among individuals with asthma.</p><p><strong>Methods: </strong>Data from the 2022 Medical Expenditure Panel Survey (MEPS) (n = 21,405) were used to examine dental care utilization (any dental, preventive dental, and treatment dental visit) among individuals ≥ 1 year with and without asthma, and mean expenditures were summarized.</p><p><strong>Results: </strong>Overall, the asthma diagnosis was 13.2%, 14.7% in working-age adults compared to 9.5% in children. The percentage of treatment dental visits was higher overall (17.0% vs. 14.5%, p < 0.05) among the asthma group compared to the non-asthma group. Among individuals with asthma, those who had preventive dental visits had lower dental expenditures compared to those who had treatment dental visits for all age groups.</p><p><strong>Conclusion: </strong>Individuals with asthma had a higher prevalence of using dental treatment services. To support oral health among individuals with asthma, healthcare providers should educate and encourage the use of preventive dental care.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":" ","pages":"152-156"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12972215/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145727208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bridging Gaps in Oral Health Frameworks: Mapping With Hodges' Health Career - Care Domains - Model. 弥合差距在口腔健康框架:地图与霍奇斯的健康事业-护理领域-模型。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2026-01-27 DOI: 10.1111/jphd.70034
Silvana Bettiol, Peter Jones, Hyacinth A Onyedikachi, W George Kernohan

Objectives: Despite decades of national and global strategies, persistent inequities in oral health outcomes, access, and service provision remain. Existing frameworks often fail to integrate clinical and behavioral factors with social, cultural, and political determinants. This study aimed to map and evaluate oral health frameworks using Hodges' Health Career-Care Domains-Model (HCM), a meta-framework that spans clinical, behavioral, sociological, and political domains. The goal was to identify conceptual gaps and opportunities for greater integration.

Methods: A structured scoping review was conducted using MEDLINE, CINAHL, EBSCO, and search engine Google Scholar (1995-2025) to identify oral health-related conceptual frameworks. Frameworks were eligible if they addressed oral health determinants, behaviors, policies, or interventions. Two reviewers independently screened records and analyzed full-text articles. Frameworks were categorized by theoretical orientation and mapped against the four HCM domains to identify patterns of emphasis or omission.

Results: Of 226 identified records, 21 frameworks met inclusion criteria. These were classified into three thematic groups: balanced (addressing all domains), clinically led (focused on clinical/behavioral aspects), and policy/public health-focused (emphasizing sociological/political factors). Seven cross cutting themes emerged, including health promotion, systems integration, social justice, and cultural safety. While many frameworks promoted equity and policy reform, few offered implementation guidance or had been empirically validated.

Conclusions: HCM proved useful for systematically comparing frameworks and revealed consistent underrepresentation of political and structural domains. It offers a practical tool for oral health professionals, educators, and policymakers developing integrated oral health models that align with equity, sustainability, and universal health coverage goals.

目标:尽管制定了数十年的国家和全球战略,但口腔健康结果、可及性和服务提供方面的持续不平等仍然存在。现有的框架往往不能将临床和行为因素与社会、文化和政治决定因素结合起来。本研究旨在使用霍奇斯健康职业护理领域模型(HCM)来绘制和评估口腔健康框架,HCM是一个跨越临床、行为、社会学和政治领域的元框架。目标是确定概念上的差距和加强一体化的机会。方法:使用MEDLINE、CINAHL、EBSCO和搜索引擎谷歌Scholar(1995-2025)进行结构化范围综述,以确定口腔健康相关概念框架。如果框架涉及口腔健康的决定因素、行为、政策或干预措施,则符合条件。两位审稿人独立筛选记录并分析全文文章。根据理论方向对框架进行分类,并针对四个HCM领域进行映射,以确定重点或遗漏的模式。结果:226条记录中,有21条框架符合纳入标准。这些主题分为三个主题组:平衡(涉及所有领域)、临床主导(侧重于临床/行为方面)和政策/公共卫生重点(强调社会学/政治因素)。出现了七个交叉主题,包括健康促进、系统整合、社会正义和文化安全。虽然许多框架促进公平和政策改革,但很少提供执行指导或得到经验验证。结论:HCM被证明有助于系统地比较框架,并揭示了政治和结构领域的一致代表性不足。它为口腔卫生专业人员、教育工作者和政策制定者制定符合公平、可持续性和全民健康覆盖目标的综合口腔卫生模式提供了实用工具。
{"title":"Bridging Gaps in Oral Health Frameworks: Mapping With Hodges' Health Career - Care Domains - Model.","authors":"Silvana Bettiol, Peter Jones, Hyacinth A Onyedikachi, W George Kernohan","doi":"10.1111/jphd.70034","DOIUrl":"10.1111/jphd.70034","url":null,"abstract":"<p><strong>Objectives: </strong>Despite decades of national and global strategies, persistent inequities in oral health outcomes, access, and service provision remain. Existing frameworks often fail to integrate clinical and behavioral factors with social, cultural, and political determinants. This study aimed to map and evaluate oral health frameworks using Hodges' Health Career-Care Domains-Model (HCM), a meta-framework that spans clinical, behavioral, sociological, and political domains. The goal was to identify conceptual gaps and opportunities for greater integration.</p><p><strong>Methods: </strong>A structured scoping review was conducted using MEDLINE, CINAHL, EBSCO, and search engine Google Scholar (1995-2025) to identify oral health-related conceptual frameworks. Frameworks were eligible if they addressed oral health determinants, behaviors, policies, or interventions. Two reviewers independently screened records and analyzed full-text articles. Frameworks were categorized by theoretical orientation and mapped against the four HCM domains to identify patterns of emphasis or omission.</p><p><strong>Results: </strong>Of 226 identified records, 21 frameworks met inclusion criteria. These were classified into three thematic groups: balanced (addressing all domains), clinically led (focused on clinical/behavioral aspects), and policy/public health-focused (emphasizing sociological/political factors). Seven cross cutting themes emerged, including health promotion, systems integration, social justice, and cultural safety. While many frameworks promoted equity and policy reform, few offered implementation guidance or had been empirically validated.</p><p><strong>Conclusions: </strong>HCM proved useful for systematically comparing frameworks and revealed consistent underrepresentation of political and structural domains. It offers a practical tool for oral health professionals, educators, and policymakers developing integrated oral health models that align with equity, sustainability, and universal health coverage goals.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":" ","pages":"67-80"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12972223/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146055829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Attitudes About Administrative Burdens for Beneficiaries and Dental Care Providers in Medicaid. 对医疗补助受益人和牙科保健提供者行政负担的态度。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1111/jphd.70032
Simon F Haeder, Pamela Herd, Donald P Moynihan

Objectives: To assess public attitudes about a variety of burden-reducing policies related to oral health services in the Medicaid program.

Methods: We fielded a national survey (N = 5784) using Lucid from May 7 to 15, 2024. Respondents were queried whether they supported seven burden-reducing policies for the Medicaid program focused on both beneficiaries and oral healthcare providers related to oral health services. The survey also contained an experiment that highlighted (1) the importance of dental care, (2) administrative burdens for beneficiaries, (3) dental challenges for children in poverty, (4) dental challenges for children of color, or (5) administrative burdens for dental providers. We relied on descriptive statistics as well as linear probability models to assess.

Results: Overall, we found substantial support for reducing burden, ranging from 73.2% for referral requirements for physicians to a high of 92.1% for facilitating dentist credentialing. We found no differences across the various informational treatments. Analysis of the pooled data indicated that Americans were broadly supportive of reducing burdens for both beneficiaries and providers. We identified consistent differences based on ideology, racial resentment, racial resentment, empathy, awareness of disparities, burden tolerance, administrative capital, and connection to the Medicaid program.

Conclusion: The American public broadly supports burden reductions for both beneficiaries and providers. More research is needed to assess public attitudes related to oral health services policies.

目的:评估公众对医疗补助计划中与口腔健康服务相关的各种减负政策的态度。方法:我们于2024年5月7日至15日在全国范围内使用Lucid进行调查(N = 5784)。受访者被问及他们是否支持医疗补助计划的七项减负政策,重点关注与口腔健康服务相关的受益人和口腔保健提供者。该调查还包含一个实验,强调(1)牙科保健的重要性,(2)受益人的行政负担,(3)贫困儿童的牙科挑战,(4)有色儿童的牙科挑战,或(5)牙科提供者的行政负担。我们依靠描述性统计和线性概率模型来评估。结果:总体而言,我们发现大量支持减轻负担,从73.2%的医生转诊要求到高达92.1%的牙医资格认证。我们发现不同信息处理之间没有差异。对汇总数据的分析表明,美国人普遍支持减轻受益人和提供者的负担。我们根据意识形态、种族怨恨、种族怨恨、同理心、差异意识、负担容忍度、行政资本和与医疗补助计划的联系确定了一致的差异。结论:美国公众广泛支持减轻受益人和提供者的负担。需要更多的研究来评估公众对口腔卫生服务政策的态度。
{"title":"Attitudes About Administrative Burdens for Beneficiaries and Dental Care Providers in Medicaid.","authors":"Simon F Haeder, Pamela Herd, Donald P Moynihan","doi":"10.1111/jphd.70032","DOIUrl":"10.1111/jphd.70032","url":null,"abstract":"<p><strong>Objectives: </strong>To assess public attitudes about a variety of burden-reducing policies related to oral health services in the Medicaid program.</p><p><strong>Methods: </strong>We fielded a national survey (N = 5784) using Lucid from May 7 to 15, 2024. Respondents were queried whether they supported seven burden-reducing policies for the Medicaid program focused on both beneficiaries and oral healthcare providers related to oral health services. The survey also contained an experiment that highlighted (1) the importance of dental care, (2) administrative burdens for beneficiaries, (3) dental challenges for children in poverty, (4) dental challenges for children of color, or (5) administrative burdens for dental providers. We relied on descriptive statistics as well as linear probability models to assess.</p><p><strong>Results: </strong>Overall, we found substantial support for reducing burden, ranging from 73.2% for referral requirements for physicians to a high of 92.1% for facilitating dentist credentialing. We found no differences across the various informational treatments. Analysis of the pooled data indicated that Americans were broadly supportive of reducing burdens for both beneficiaries and providers. We identified consistent differences based on ideology, racial resentment, racial resentment, empathy, awareness of disparities, burden tolerance, administrative capital, and connection to the Medicaid program.</p><p><strong>Conclusion: </strong>The American public broadly supports burden reductions for both beneficiaries and providers. More research is needed to assess public attitudes related to oral health services policies.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":"86 1","pages":"47-59"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12972262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147391225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transforming Public Health Dentistry: Incorporating Social Mission Into Dental Education. 转变公共卫生牙科:将社会使命纳入牙科教育。
IF 1.5 Pub Date : 2026-03-01 DOI: 10.1111/jphd.70017
Toyese Oyeyemi, Candace L H Owen, Sadiyah Anderson, Ed Salsberg

Objectives: This article examines how dental education and workforce development can be leveraged to advance health equity in oral health. Persistent disparities in access to dental care, particularly in underserved areas, highlight the urgency of transforming public health dentistry. The concept of social mission provides a framework to align institutional strategies with equitable outcomes.

Methods: This article synthesizes data on dental workforce composition, enrollment trends, and representative case examples from U.S. dental schools. It reviews how dental education institutions have implemented comprehensive programs to diversify the workforce and improve care delivery in socioeconomically deprived communities.

Results: Despite incremental increases in enrollment of learners from underrepresented communities in healthcare, the dental workforce remains insufficiently diverse relative to population demographics. Schools/programs integrating admissions reforms, community-based training, socially accountable leadership, inclusive environments for faculty and students, and culturally responsive curricula demonstrated measurable outcomes, including increased provider representation in underserved areas and improved patient engagement. However, recent shifts in legislative policy have already been associated with threats to social mission areas in some programs, such as declining school diversity.

Conclusions: Transforming public health dentistry requires intentional strategies that embed social mission into the core functions of dental schools. Institutional leadership, innovative partnerships, and policy advocacy are critical to building a workforce capable of addressing structural inequities in oral health. Comprehensive, data-driven approaches can guide institutional progress toward more equitable dental care access and outcomes through the power of dental education reform.

目的:本文探讨了如何利用牙科教育和劳动力发展来促进口腔健康的健康公平。在获得牙科保健方面持续存在的差距,特别是在服务不足的地区,突出了改革公共卫生牙科的紧迫性。社会使命的概念提供了一个框架,使制度战略与公平的结果保持一致。方法:本文综合了牙科劳动力构成、招生趋势和美国牙科学校代表性案例的数据。它回顾了牙科教育机构如何实施综合方案,使劳动力多样化,并改善社会经济贫困社区的护理服务。结果:尽管来自医疗保健代表性不足的社区的学习者入学人数有所增加,但相对于人口统计数据,牙科劳动力仍然不够多样化。整合招生改革、社区培训、对社会负责的领导、为教师和学生提供包容性环境以及文化响应性课程的学校/项目取得了可衡量的成果,包括增加了服务不足地区的提供者代表性,提高了患者参与度。然而,最近立法政策的转变已经与一些项目对社会使命领域的威胁有关,比如学校多样性的下降。结论:转变公共卫生牙科需要有意的策略,将社会使命嵌入牙科学校的核心功能。机构领导、创新伙伴关系和政策宣传对于建立一支能够解决口腔卫生结构性不平等问题的劳动力队伍至关重要。全面的、数据驱动的方法可以通过牙科教育改革的力量,引导机构朝着更公平的牙科保健机会和结果发展。
{"title":"Transforming Public Health Dentistry: Incorporating Social Mission Into Dental Education.","authors":"Toyese Oyeyemi, Candace L H Owen, Sadiyah Anderson, Ed Salsberg","doi":"10.1111/jphd.70017","DOIUrl":"https://doi.org/10.1111/jphd.70017","url":null,"abstract":"<p><strong>Objectives: </strong>This article examines how dental education and workforce development can be leveraged to advance health equity in oral health. Persistent disparities in access to dental care, particularly in underserved areas, highlight the urgency of transforming public health dentistry. The concept of social mission provides a framework to align institutional strategies with equitable outcomes.</p><p><strong>Methods: </strong>This article synthesizes data on dental workforce composition, enrollment trends, and representative case examples from U.S. dental schools. It reviews how dental education institutions have implemented comprehensive programs to diversify the workforce and improve care delivery in socioeconomically deprived communities.</p><p><strong>Results: </strong>Despite incremental increases in enrollment of learners from underrepresented communities in healthcare, the dental workforce remains insufficiently diverse relative to population demographics. Schools/programs integrating admissions reforms, community-based training, socially accountable leadership, inclusive environments for faculty and students, and culturally responsive curricula demonstrated measurable outcomes, including increased provider representation in underserved areas and improved patient engagement. However, recent shifts in legislative policy have already been associated with threats to social mission areas in some programs, such as declining school diversity.</p><p><strong>Conclusions: </strong>Transforming public health dentistry requires intentional strategies that embed social mission into the core functions of dental schools. Institutional leadership, innovative partnerships, and policy advocacy are critical to building a workforce capable of addressing structural inequities in oral health. Comprehensive, data-driven approaches can guide institutional progress toward more equitable dental care access and outcomes through the power of dental education reform.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":"86 Suppl 1 ","pages":"31-35"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147501308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perceptions and Interests of Dental Hygienists in Addressing Food Insecurity and HPV in Clinical Settings. 在解决食品不安全和HPV在临床设置牙科保健员的看法和利益。
IF 1.5 Pub Date : 2026-03-01 Epub Date: 2026-01-25 DOI: 10.1111/jphd.70030
Tuba Khan, Abby Fleming, Jillian M Joyce, Kathleen J Porter, Rachel A Liebe

Purpose: Few studies have explored dental hygienists' views on health behaviors like food insecurity or recommending preventive care such as the HPV vaccine. This study examined current practices, barriers, and readiness to implement screenings for food insecurity (FI), HPV risk, and vaccine recommendation.

Methods: A cross-sectional survey was conducted (August 2024) among Oklahoma dental hygienists. Using concepts from the Transtheoretical Model and the Theory of Planned Behavior (TPB), an embedded mixed-methods survey evaluated respondent readiness to conduct FI screenings and HPV risk assessment/vaccine recommendation. Analyses included descriptive statistics and χ2 tests to determine associations between intent and constructs of TPB. Additionally, content analysis of open-ended questions identified barriers and facilitators to adopting these practices.

Results: Among respondents (n = 92), the majority were not yet considering (precontemplation) screening for FI (67%), risk assessment for HPV (58%), or providing the HPV vaccine recommendation (78%). Most hygienists displayed a positive attitude toward these practices, yet lacked intent due to low perceived behavioral control and subjective norms (p < 0.001). Qualitative content analysis revealed barriers, including a lack of knowledge (41%) and awareness (18%), low confidence (10%), and considering such practices outside the scope of dental care (15%). Despite this, hygienists reported education (13%) and access to resources (10%) as facilitators in initiating HPV and FI related conversations.

Implications: Despite the low readiness, hygienists reported a willingness to engage in these critical public health issues with appropriate training and support. A stage-based training program in Oklahoma may enhance dental hygienists' knowledge and confidence, thereby improving preventive care and health outcomes.

目的:很少有研究探讨牙科保健师对食品不安全等健康行为的看法或建议预防保健,如HPV疫苗。本研究调查了目前的做法、障碍和实施粮食不安全(FI)、HPV风险和疫苗推荐筛查的准备情况。方法:于2024年8月对俄克拉荷马州牙科卫生员进行横断面调查。利用跨理论模型和计划行为理论(TPB)的概念,一项嵌入式混合方法调查评估了受访者进行FI筛查和HPV风险评估/疫苗推荐的意愿。分析包括描述性统计和χ2检验,以确定意图与TPB结构之间的关联。此外,开放式问题的内容分析确定了采用这些实践的障碍和促进因素。结果:在应答者(n = 92)中,大多数尚未考虑(预先考虑)FI筛查(67%)、HPV风险评估(58%)或提供HPV疫苗推荐(78%)。大多数卫生员对这些实践表现出积极的态度,但由于感知到的行为控制和主观规范较低,缺乏意图(p含义:尽管准备程度较低,卫生员报告愿意在适当的培训和支持下参与这些关键的公共卫生问题。俄克拉何马州的阶段培训计划可以提高牙科保健员的知识和信心,从而改善预防保健和健康结果。
{"title":"Perceptions and Interests of Dental Hygienists in Addressing Food Insecurity and HPV in Clinical Settings.","authors":"Tuba Khan, Abby Fleming, Jillian M Joyce, Kathleen J Porter, Rachel A Liebe","doi":"10.1111/jphd.70030","DOIUrl":"10.1111/jphd.70030","url":null,"abstract":"<p><strong>Purpose: </strong>Few studies have explored dental hygienists' views on health behaviors like food insecurity or recommending preventive care such as the HPV vaccine. This study examined current practices, barriers, and readiness to implement screenings for food insecurity (FI), HPV risk, and vaccine recommendation.</p><p><strong>Methods: </strong>A cross-sectional survey was conducted (August 2024) among Oklahoma dental hygienists. Using concepts from the Transtheoretical Model and the Theory of Planned Behavior (TPB), an embedded mixed-methods survey evaluated respondent readiness to conduct FI screenings and HPV risk assessment/vaccine recommendation. Analyses included descriptive statistics and χ<sup>2</sup> tests to determine associations between intent and constructs of TPB. Additionally, content analysis of open-ended questions identified barriers and facilitators to adopting these practices.</p><p><strong>Results: </strong>Among respondents (n = 92), the majority were not yet considering (precontemplation) screening for FI (67%), risk assessment for HPV (58%), or providing the HPV vaccine recommendation (78%). Most hygienists displayed a positive attitude toward these practices, yet lacked intent due to low perceived behavioral control and subjective norms (p < 0.001). Qualitative content analysis revealed barriers, including a lack of knowledge (41%) and awareness (18%), low confidence (10%), and considering such practices outside the scope of dental care (15%). Despite this, hygienists reported education (13%) and access to resources (10%) as facilitators in initiating HPV and FI related conversations.</p><p><strong>Implications: </strong>Despite the low readiness, hygienists reported a willingness to engage in these critical public health issues with appropriate training and support. A stage-based training program in Oklahoma may enhance dental hygienists' knowledge and confidence, thereby improving preventive care and health outcomes.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":" ","pages":"21-33"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12972273/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combating Misinformation in the Digital Age: A Machine Learning Approach to Protect Community Water Fluoridation and Promote Oral Health Equity. 打击数字时代的错误信息:保护社区饮水氟化和促进口腔健康公平的机器学习方法。
IF 1.5 Pub Date : 2026-03-01 DOI: 10.1111/jphd.70020
Nilesh Torwane, Nithin Manchery, Ratilal Lalloo, Diep Ha, Loc Do

Objectives: Community water fluoridation (CWF) is an effective public health intervention for preventing dental caries. However, the widespread dissemination of misinformation on social media platforms, such as Twitter (now "X"), threatens public acceptance and may exacerbate oral health inequities. This study aimed to develop, evaluate, and deploy machine learning (ML) and deep learning (DL) models to identify misinformation about CWF on Twitter and assess implications for public health communication and surveillance.

Methods: We collected 19,960 English-language tweets about CWF posted between 2014 and 2024 using keyword-based queries. Tweets originated globally; however, only US-based geotagged tweets were used for sociodemographic analysis because reliable demographic and oral health surveillance data (e.g., US Census, BRFSS, NHANES) were available for linkage. Veracity was determined using authoritative public health criteria from the CDC, WHO, and ADA, with a subset of tweets manually annotated as factually correct or misinformation. Six machine learning and deep learning models were trained and evaluated. Additional analyses included sentiment scoring, thematic content coding, and geospatial-demographic comparisons.

Results: The Support Vector Classifier achieved the highest accuracy (91.6%). A hybrid BERT + XGBoost model (89.9% accuracy) was selected for deployment due to its strong performance and interpretability. Overall, 78.8% of tweets were classified as misinformation, with dominant themes including fluoride toxicity, distrust of government, and individual autonomy. Misinformation tweets were shorter, more engaging, and concentrated in socioeconomically disadvantaged areas with a high prevalence of misinformation tweets, where poverty rates and untreated dental caries were also greater. Sentiment analysis showed pro-CWF tweets were, on average, more positive.

Conclusions: ML and DL models can effectively detect CWF-related misinformation on social media. Integrated with equity-focused communication strategies, these tools may help sustain public trust in CWF and reduce misinformation-related oral health inequities.

目的:社区饮水氟化是预防龋齿的有效公共卫生干预措施。然而,在Twitter(现为“X”)等社交媒体平台上广泛传播的错误信息威胁到公众的接受程度,并可能加剧口腔健康方面的不公平现象。本研究旨在开发、评估和部署机器学习(ML)和深度学习(DL)模型,以识别Twitter上有关CWF的错误信息,并评估对公共卫生沟通和监测的影响。方法:我们收集了2014年至2024年间发布的19660条关于CWF的英文推文,使用基于关键词的查询。推文起源于全球;然而,只有美国的地理标记推文被用于社会人口分析,因为可靠的人口和口腔健康监测数据(例如,美国人口普查、BRFSS、NHANES)可用于联系。准确性是根据CDC、WHO和ADA的权威公共卫生标准确定的,其中一部分推文被手动标注为事实正确或错误信息。对六个机器学习和深度学习模型进行了训练和评估。其他分析包括情绪评分、主题内容编码和地理空间人口比较。结果:支持向量分类器准确率最高(91.6%)。BERT + XGBoost混合模型(准确率89.9%)由于其强大的性能和可解释性而被选择用于部署。总体而言,78.8%的推文被归类为错误信息,主要主题包括氟化物毒性、对政府的不信任和个人自主权。错误信息的推文更短,更吸引人,并且集中在社会经济上处于不利地位的地区,这些地区的错误信息推文非常普遍,那里的贫困率和未治疗的龋齿也更高。情绪分析显示,平均而言,支持cwf的推文更为积极。结论:ML和DL模型可以有效地检测社交媒体上与cwf相关的错误信息。与注重公平的沟通策略相结合,这些工具可能有助于维持公众对CWF的信任,并减少与错误信息有关的口腔健康不公平现象。
{"title":"Combating Misinformation in the Digital Age: A Machine Learning Approach to Protect Community Water Fluoridation and Promote Oral Health Equity.","authors":"Nilesh Torwane, Nithin Manchery, Ratilal Lalloo, Diep Ha, Loc Do","doi":"10.1111/jphd.70020","DOIUrl":"https://doi.org/10.1111/jphd.70020","url":null,"abstract":"<p><strong>Objectives: </strong>Community water fluoridation (CWF) is an effective public health intervention for preventing dental caries. However, the widespread dissemination of misinformation on social media platforms, such as Twitter (now \"X\"), threatens public acceptance and may exacerbate oral health inequities. This study aimed to develop, evaluate, and deploy machine learning (ML) and deep learning (DL) models to identify misinformation about CWF on Twitter and assess implications for public health communication and surveillance.</p><p><strong>Methods: </strong>We collected 19,960 English-language tweets about CWF posted between 2014 and 2024 using keyword-based queries. Tweets originated globally; however, only US-based geotagged tweets were used for sociodemographic analysis because reliable demographic and oral health surveillance data (e.g., US Census, BRFSS, NHANES) were available for linkage. Veracity was determined using authoritative public health criteria from the CDC, WHO, and ADA, with a subset of tweets manually annotated as factually correct or misinformation. Six machine learning and deep learning models were trained and evaluated. Additional analyses included sentiment scoring, thematic content coding, and geospatial-demographic comparisons.</p><p><strong>Results: </strong>The Support Vector Classifier achieved the highest accuracy (91.6%). A hybrid BERT + XGBoost model (89.9% accuracy) was selected for deployment due to its strong performance and interpretability. Overall, 78.8% of tweets were classified as misinformation, with dominant themes including fluoride toxicity, distrust of government, and individual autonomy. Misinformation tweets were shorter, more engaging, and concentrated in socioeconomically disadvantaged areas with a high prevalence of misinformation tweets, where poverty rates and untreated dental caries were also greater. Sentiment analysis showed pro-CWF tweets were, on average, more positive.</p><p><strong>Conclusions: </strong>ML and DL models can effectively detect CWF-related misinformation on social media. Integrated with equity-focused communication strategies, these tools may help sustain public trust in CWF and reduce misinformation-related oral health inequities.</p>","PeriodicalId":94108,"journal":{"name":"Journal of public health dentistry","volume":"86 Suppl 1 ","pages":"20-30"},"PeriodicalIF":1.5,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147501251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of public health dentistry
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1