Public health, preventive care and eye care delivery

2007 ◽  
pp. 35-46
Keyword(s):  
Public Health ◽  
Preventive Care ◽  
Care Delivery ◽  
Eye Care

scholarly journals A Machine Learning Approach to Uncovering Hidden Utilization Patterns of Early Childhood Dental Care Among Medicaid-Insured Children

2021 ◽  
Vol 8 ◽  
Author(s):  
Jin Peng ◽  
Xianlong Zeng ◽  
Janice Townsend ◽  
Gilbert Liu ◽  
Yungui Huang ◽  
...  
Keyword(s):  
Public Health ◽  
Machine Learning ◽  
Early Childhood ◽  
Preventive Care ◽  
Dental Care ◽  
Early Onset ◽  
Care Delivery ◽  
Care Organization ◽  
Medical Conditions ◽  
Utilization Patterns

Background: Early childhood dental care (ECDC) is a significant public health opportunity since dental caries is largely preventable and a prime target for reducing healthcare expenditures. This study aims to discover underlying patterns in ECDC utilization among Ohio Medicaid-insured children, which have significant implications for public health prevention, innovative service delivery models, and targeted cost-saving interventions.Methods: Using 9 years of longitudinal Medicaid data of 24,223 publicly insured child members of an accountable care organization (ACO), Partners for Kids in Ohio, we applied unsupervised machine learning to cluster patients based on their cumulative dental cost curves in early childhood (24–60 months). Clinical validity, analytical validity, and reproducibility were assessed.Results: The clustering revealed five novel subpopulations: (1) early-onset of decay by age (0.5% of the population, as early as 28 months), (2) middle-onset of decay (3.0%, as early as 35 months), (3) late-onset of decay (5.8%, as early as 44 months), (4) regular preventive care (67.7%), and (5) zero utilization (23.0%). Patients with early-onset of decay incurred the highest dental cost [median annual cost (MAC) = $9,499, InterQuartile Range (IQR): $7,052–$11,216], while patients with regular preventive care incurred the lowest dental cost (MAC = $191, IQR: $99–$336). We also found a plausible correlation of early-onset of decay with complex medical conditions diagnosed at 0–24 months. Almost one-third of patients with early-onset of decay had complex medical conditions diagnosed at 0–24 months. Patients with early-onset of decay also incurred the highest medical cost (MAC = $7,513, IQR: $4,527–$12,546) at 0–24 months.Conclusion: Among Ohio Medicaid-insured children, five subpopulations with distinctive clinical, cost, and utilization patterns were discovered and validated through a data-driven approach. This novel discovery promotes innovative prevention strategies that differentiate Medicaid subpopulations, and allows for the development of cost-effective interventions that target high-risk patients. Furthermore, an integrated medical-dental care delivery model promises to reduce costs further while improving patient outcomes.

scholarly journals COVID-19 in Dental Settings: Novel Risk Assessment Approach

2021 ◽  
Vol 18 (11) ◽  
pp. 6093
Author(s):  
Ali Alsaegh ◽  
Elena Belova ◽  
Yuriy Vasil’ev ◽  
Nadezhda Zabroda ◽  
Lyudmila Severova ◽  
...  
Keyword(s):  
Public Health ◽  
Risk Assessment ◽  
Dental Care ◽  
Care Delivery ◽  
Oral Diseases ◽  
Infectious Risk ◽  
Care Workers ◽  
Assessment Approach ◽  
Public Health Authorities ◽  
Novel Coronavirus

The novel coronavirus (COVID-19) outbreak is a public health emergency of international concern, and this emergency led to postponing elective dental care procedures. The postponing aimed to protect the public from an unknown risk caused by COVID-19. At the beginning of the outbreak, for public health authorities, the aerosol-generating procedures and the close proximity between dental care workers and patients in dentistry represented sufficient justification for the delay of dental visits. Dental care is a priority, and for many years, studies have proven that the lack and delay of dental care can cause severe consequences for the oral health of the general population, which can cause a high global burden of oral diseases. Safety is necessary while resuming dental activities, and risk assessment is an efficient method for understanding and preventing the COVID-19 infectious threats facing the dental industry and affecting dental care workers and patients. In this study, for safe dental care delivery, we adapted risk assessment criteria and an approach and an occupational classification system. Based on those tools, we also recommend measures that can help to minimize infectious risk in dental settings.

scholarly journals Examining public knowledge, attitudes and perceptions towards palliative care: a mixed method sequential study

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Sonja McIlfatrick ◽  
Paul Slater ◽  
Esther Beck ◽  
Olufikayo Bamidele ◽  
Sharon McCloskey ◽  
...  
Keyword(s):  
Public Health ◽  
Palliative Care ◽  
End Of Life ◽  
Current Knowledge ◽  
Care Delivery ◽  
Public Awareness ◽  
Public Understanding ◽  
Public Health Issue ◽  
Public Health Approach ◽  
Cross Sectional Survey

Abstract Background Palliative care is recognised as a public health issue with the need for earlier integration in the wider healthcare system. However, research indicates that it continues to be accessed late in the course of an illness, public understanding of palliative care is limited, and common misconceptions prevail. Strategies to address this are needed in order to reduce barriers to palliative care delivery and improve access. Methods An explanatory sequential mixed methods study, comprising a cross-sectional survey and interviews was undertaken. Sociodemographic characteristics, public awareness, knowledge and perceptions of palliative care were examined and strategies to raise awareness and overcome barriers within a public health framework were identified. Survey data were analysed using SPSS v25 with factor analysis and non-parametric statistics and qualitative data were analysed using thematic analysis. Results A total of 1201 participants completed the survey (58.3% female, mean age 61 years) and 25 took part in interviews. A fifth of participants (20.1%) had previously heard about palliative care and had an accurate understanding of the term. Being female, higher educated, married, and older, increased respondents’ levels of awareness. The three most commonly held misconceptions included: Palliative care is exclusively for people who are in the last 6 months of life (55.4% answered incorrectly); A goal of palliative care is to address any psychological issues brought up by serious illness (42.2% answered incorrectly); and a goal of palliative care is to improve a person’s ability to participate in daily activities (39.6% answered incorrectly). Talking about palliative and end of life care was advocated but societal taboos restricted this occurring with exposure limited to personal experience. Conclusions Current knowledge gaps and misconceptions derived from limited ad hoc personal experiences and fear of engaging in taboo conversations may deter people from accessing integrated palliative care services early in a disease trajectory. The results indicate the need for public education programmes that move beyond merely raising awareness but provide key messages within a public health approach, which may change attitudes to palliative care thus ultimately improving end of life outcomes.

scholarly journals Can the Health-Care System Meet the Challenge of Pandemic Flu? Planning, Ethical, and Workforce Considerations

2007 ◽  
Vol 122 (5) ◽  
pp. 573-578 ◽  
Author(s):  
Peter J. Levin ◽  
Eric N. Gebbie ◽  
Kristine Qureshi
Keyword(s):  
Public Health ◽  
Health Care ◽  
Ethical Issues ◽  
Care Delivery ◽  
Care Staff ◽  
Health Care Staff ◽  
Accurate Information ◽  
The Public ◽  
Health Care Delivery Systems ◽  
The Impact

The federal pandemic influenza plan predicts that 30% of the population could be infected. The impact of this pandemic would quickly overwhelm the public health and health-care delivery systems in the U.S. and throughout the world. Surge capacity for staffing, availability of drugs and supplies, and alternate means to provide care must be included in detailed plans that are tested and drilled ahead of time. Accurate information on the disease must be made available to health-care staff and the public to reduce fear. Spokespersons must provide clear, consistent messages about the disease, including actions to be taken to contain its spread and treat the afflicted. Home care will be especially important, as hospitals will be quickly overwhelmed. Staff must be prepared ahead of time to assure their ability and willingness to report to work, and public health must plan ahead to adequately confront ethical issues that will arise concerning the availability of treatment resources. The entire community must work together to meet the challenges posed by an epidemic. Identification and resolution of these challenges and issues are essential to achieve adequate public health preparedness.

scholarly journals Investigating the Relationships Between Public Health Literacy and Public Trust in Physicians in China's Control of COVID-19: A Cross-Sectional Study

2021 ◽  
Vol 9 ◽  
Author(s):  
Dongjin Chen ◽  
Qian Zhou ◽  
Cornelius B. Pratt ◽  
Zhenhua Su ◽  
Zheng Gu
Keyword(s):  
Public Health ◽  
Health Literacy ◽  
Care Delivery ◽  
Public Trust ◽  
Cross Sectional Study ◽  
Cross Sectional ◽  
Association Coefficient ◽  
Solid Foundation ◽  
Trust In Physicians ◽  
Public Health Literacy

Objective: Public trust in physicians and public health literacy (HL) are important factors that ensure the effectiveness of health-care delivery, particularly that provided during the SARS-CoV-2 pandemic. This study investigates HL as a predictor of public trust in physicians in China's ongoing efforts to control COVID-19.Methods: Data were gathered in February 2020 during the peak of the disease in China. Based on Nutbeam's conceptualization of HL, we measure HL vis-à-vis COVID-19 by using a six-item scale that includes two items each for functional, interactive, and critical HL. Trust in physicians was measured by assessing physicians' capability to diagnose COVID-19. A rank-sum test and ordinal logit regression modeling were used to analyze the data.Results: Two key findings: (a) trust in physician handling of treatment for COVID-19 is reported by about 74% of respondents; and (b) five of the six HL measures are positive predictors of public trust in physician treatment of the disease, with functional HL1 having the highest level of such association (coefficient 0.285, odds ratio 1.33%, p < 0.01).Conclusions: Improving public HL is important for better public-physician relationships, as well as for nations' efforts to contain the pandemic, serving as a possible behavioral, non-clinical antidote to COVID-19. Being confronted with the unprecedented virus, humans need trust. Health education and risk communication can improve public compliance with physicians' requirements and build a solid foundation for collective responses.

Book Review: Sanjeev Kelkar, India’s Public Health Care Delivery, Policies for Universal Health Care

2021 ◽  
Vol 26 (2) ◽  
pp. 251-253
Author(s):  
Nandini Jayakumar
Keyword(s):  
Public Health ◽  
Health Care ◽  
Health Care Delivery ◽  
Care Delivery ◽  
Public Health Care ◽  
Universal Health Care ◽  
Universal Health

Sanjeev Kelkar, India’s Public Health Care Delivery, Policies for Universal Health Care. Singapore: Palgrave Macmillan, 2021, xix + 496 pp., Ä 93.08. ISBN: 9789813341791 (Hardback).

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