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Dunn, Abe, Joshua D. Gottlieb, and Adam Hale Shapiro. "Administration above Administrators: The Changing Technology of Health Care Management." AEA Papers and Proceedings 110 (May 1, 2020): 274–78. http://dx.doi.org/10.1257/pandp.20201031.

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This paper measures the costs and types of administrative inputs in health care. We use data on labor and nonlabor inputs by industry and categorize them as administrative or not. We find that nonlabor inputs are a critical part of administrative spending, over and above labor inputs. Trends in nonlabor administrative input spending have differed dramatically from that of labor input spending for hospitals over the last 20 years. Hospitals have substituted away from office workers and toward externally purchased inputs. The share of managers and technical workers in administration has grown. T
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Kuwawenaruwa, August, Josephine Borghi, Michelle Remme, and Gemini Mtei. "An assessment of equity in the distribution of non-financial health care inputs across public primary health care facilities in Tanzania." International Journal for Equity in Health 16, no. 1 (2017): 124. https://doi.org/10.1186/s12939-017-0620-0.

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<strong>Background: </strong>There is limited evidence on how health care inputs are distributed from the sub-national level down to health facilities and their potential influence on promoting health equity. To address this gap, this paper assesses equity in the distribution of health care inputs across public primary health facilities at the district level in Tanzania.<strong>Methods: </strong>This is a quantitative assessment of equity in the distribution of health care inputs (staff, drugs, medical supplies and equipment) from district to facility level. The study was carried out in three
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Cooper, Richard A., and Linda H. Aiken. "Human Inputs: The Health Care Workforce and Medical Markets." Journal of Health Politics, Policy and Law 26, no. 5 (2001): 925–38. http://dx.doi.org/10.1215/03616878-26-5-925.

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Kumar, V. Pavan. "MindTrack: Machine Learning for Mental Health Insights." International Scientific Journal of Engineering and Management 04, no. 04 (2025): 1–7. https://doi.org/10.55041/isjem02871.

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Mental health disorders affect millions of individuals worldwide, emphasizing the urgent need for early detection and intervention. MindTrack: Machine Learning for Mental Health Insights is an innovative tool designed to predict and assess mental health conditions such as depression, anxiety, and stress using advanced machine learning techniques. The system leverages user inputs, including textbased responses, survey data, and optional behavioral metrics, to analyze patterns and identify potential mental health risks. Preprocessed data is evaluated through robust algorithms, including natural
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Warner, Max, and Ben Zaranko. "Future challenges for health and social care provision in the UK." Oxford Review of Economic Policy 41, no. 1 (2025): 179–94. https://doi.org/10.1093/oxrep/graf005.

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Abstract The supply of health and social (long-term) care services in the UK will need to substantially increase in coming decades to meet growing demand pressures. Expanding supply will mean increasing the quantity of inputs used to produce health and care services (such as medical staff and equipment) or increasing the productivity of those inputs. In practice, both will be necessary, and both will require the government to overcome a range of challenges. In this paper, we discuss those challenges and their policy implications. We survey the evidence on the returns to inputs to healthcare pr
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SCHNEIDER, JUSTINE, ANGELA HALLAM, M. KAMRUL ISLAM, et al. "Formal and informal care for people with dementia: variations in costs over time." Ageing and Society 23, no. 3 (2003): 303–26. http://dx.doi.org/10.1017/s0144686x02001149.

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The services used by people with dementia and their carers were measured at three time points over 17 months. This analysis is unusual in that both informal care and formal inputs were costed. The costs estimates for informal inputs developed here may be applied to other data sets. Two hypotheses to explain the inter-relationship between informal and formal care inputs, substitution and supplementation, were compared in analysing the data. This paper explores the variations in costs according to the living arrangements of the people with dementia, by level of dependency and over time, and find
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Kerr, David, Ceara Axelrod, and Charis Hoppe. "Patient Inputs for Mobile Health Systems for Type 1 Diabetes Care." Diabetes Technology & Therapeutics 19, no. 4 (2017): 201–2. http://dx.doi.org/10.1089/dia.2017.0041.

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Castelli, Adriana, Mauro Laudicella, Andrew Street, and Padraic Ward. "Getting out what we put in: productivity of the English National Health Service." Health Economics, Policy and Law 6, no. 3 (2010): 313–35. http://dx.doi.org/10.1017/s1744133110000307.

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AbstractMany countries are incorporating direct measures of non-market outputs in the national accounts. For any particular output to be included there has to be data about it for two adjacent periods. This is problematic because the classification of non-market outputs is often subject to wholesale revision. We outline the challenges associated with classification changes and propose a solution. To illustrate we construct output and input indices and estimate productivity growth of the English National Health Service (NHS) for the period 2003–2004 to 2007–2008. Our index of output growth inco
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APARNA, K., and R. BHANU SANKAR. "Health Care Chatbot Using Python and Machine Learning." International Scientific Journal of Engineering and Management 04, no. 07 (2025): 1–9. https://doi.org/10.55041/isjem04870.

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The Health Chatbot is an AI-based system developed using Python to assist users with health-related queries through natural, conversational interaction. This project aims to build a user-friendly healthcare chatbot which facilitates the job of a healthcare provider and helps improve their performance by interacting with users in a human-like way. It leverages Natural Language Processing (NLP) techniques such as tokenization, stemming, and bag-of-words, powered by NLTK, to understand user input. The system is capable of providing instant support for medical advice, symptoms analysis, and health
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Fenton, Evelyn, Janet Harvey, and Jackie Sturt. "Evaluating primary care research networks." Health Services Management Research 20, no. 3 (2007): 162–73. http://dx.doi.org/10.1258/095148407781395955.

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This paper presents a conceptual framework and tool kit, generated from the evaluation of five primary care research networks (PCRNs) funded by the then London, National Health Service (NHS) Executive. We employed qualitative methods designed to match the most important characteristics of PCRNs, conducting five contextualized case studies covering the five networks. A conceptual evaluation framework based on a review of the organization science literature was developed and comprised the broad, but inter-related organizational dimensions of structure, processes, boundaries and network self-eval
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Mohanan, Manoj, Katherine Donato, Grant Miller, Yulya Truskinovsky, and Marcos Vera-Hernández. "Different Strokes for Different Folks? Experimental Evidence on the Effectiveness of Input and Output Incentive Contracts for Health Care Providers with Varying Skills." American Economic Journal: Applied Economics 13, no. 4 (2021): 34–69. http://dx.doi.org/10.1257/app.20190220.

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A central issue in designing incentive contracts is the decision to reward agents’ input use versus outputs. The trade-off between risk and return to innovation in production can also lead agents with varying skill levels to perform differentially under different contracts. We study this issue experimentally, observing and verifying inputs and outputs in Indian maternity care. We find that both contract types achieve comparable reductions in postpartum hemorrhage rates, but payments for outputs were four times that of inputs. Providers with varying qualifications performed equivalently under i
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Candreva, Phillip, and Robert Eger. "Can health benefit outcomes benefit public health budget professionals." Journal of Public Budgeting, Accounting & Financial Management 30, no. 1 (2018): 40–52. http://dx.doi.org/10.1108/jpbafm-03-2018-005.

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Purpose To assist in achieving cost effective health care allocations in a collective choice setting, the purpose of this paper is to illustrate the use of a tool not common in the public budgeting literature but is common in the health economics literature. Design/methodology/approach Through a meta-analysis of the health care spending literature that computed the value of quality-adjusted life years, the authors provide an alternative approach for budgeters and policymakers. Findings The authors provide an alternative approach for budgeters and policymakers for weighing the benefits of alter
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Nguyen, Phuong, Long Khuong, Priyanjana Pramanik, et al. "Quality-Adjusted Coverage of Nutrition Interventions Across the Continuum of Care: Insights from Household and Health Facility Data in Bangladesh." Current Developments in Nutrition 4, Supplement_2 (2020): 254. http://dx.doi.org/10.1093/cdn/nzaa043_105.

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Abstract Objectives Improving the impact of nutrition interventions requires adequate measurement of both reach and quality of interventions, but limited evidence exists on advancing coverage measurement. We adjust crude health coverage estimates, taking into consideration the inputs required to deliver quality nutrition services, across the continuum of care in Bangladesh. Methods We used data from Bangladesh Demographic and Health Surveys 2014 to assess use of maternal and child health services and Service Provision Assessments 2014 to determine facility readiness to deliver nutrition interv
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Nguyen, Phuong Hong, Long Quỳnh Khương, Priyanjana Pramanik, et al. "Effective coverage of nutrition interventions across the continuum of care in Bangladesh: insights from nationwide cross-sectional household and health facility surveys." BMJ Open 11, no. 1 (2021): e040109. http://dx.doi.org/10.1136/bmjopen-2020-040109.

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IntroductionImproving the impact of nutrition interventions requires adequate measurement of both reach and quality of interventions, but limited evidence exists on advancing coverage measurement. We adjusted contact-based coverage estimates, taking into consideration the inputs required to deliver quality nutrition services, to calculate input-adjusted coverage of nutrition interventions across the continuum of care from pregnancy through early childhood in Bangladesh.MethodsWe used data from the 2014 Bangladesh Demographic and Health Surveys to assess use of maternal and child health service
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Adeleye, Omokhoa Adedayo, and Antoinette Ngozi Ofili. "Strengthening Intersectoral Collaboration for Primary Health Care in Developing Countries: Can the Health Sector Play Broader Roles?" Journal of Environmental and Public Health 2010 (2010): 1–6. http://dx.doi.org/10.1155/2010/272896.

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Many strategic challenges impeding the success of primary health care are rooted in weak strategic inputs, including intersectoral collaboration. Some encouraging evidence from programmes, projects, and studies suggests that intersectoral collaboration is feasible and useful. The strategy has the potential to fast-track the attainment of Millenium Development Goals. However, the strategy is not commonly utilised in developing countries. The health sector expects inputs from other sectors which may not necessarily subscribe to a shared responsibility for health improvement, whereas the public e
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Reisman, D. A. "Payment for health in the Philippines." International Journal of Social Economics 23, no. 8 (1996): 46–75. http://dx.doi.org/10.1108/03068299610122362.

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The Republic of the Philippines is seeking to expand access to the formal sector of medical care. Concentrates on the alternative ways in which that expansion can be financed. First, provides the background by presenting data on mortality and morbidity as indicators of health status, and of manpower and institutions as measures of care inputs. Second, examines private payment, concentrating on family resources, community co‐operatives, private insurance and employer provided services. Third, considers direct provision and national health insurance, which are the principal modes of public payme
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Brieger, William R., and Jayashree Ramakrishna. "The Health Educator as a Team Leader in Primary Health Care." International Quarterly of Community Health Education 7, no. 3 (1986): 259–67. http://dx.doi.org/10.2190/gmkc-3epc-b88f-5248.

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Health teams naturally vary in size and composition according to their goals and objectives. Leadership of these teams should also be based on these goals. The goals of community-based primary health care, local involvement, cultural relevance, effective use of local resources, imply an important leadership role for health educators. The experience in the Ibarapa Local Government Area in Nigeria shows that health educators can be effective leaders in guiding a primary health care work group through various stages of program development. The use of a flexible, contractual model of team formatio
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Gillespie, Paddy, Laura Carter, Caroline McIntosh, and Georgina Gethin. "Estimating the health-care costs of wound care in Ireland." Journal of Wound Care 28, no. 6 (2019): 324–30. http://dx.doi.org/10.12968/jowc.2019.28.6.324.

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Objective: To estimate the cost of wound care to the Irish health-care system. Methods: A bottom-up, prevalence-based analysis was undertaken using a decision analytic model to estimate costs. Health-care resource activity was identified from a recently published study from the UK and was valued using unit cost data for Ireland. Results: The base case analysis estimated the total annual healthcare cost of wound care to be €629,064,198 (95% Confidence interval (CI): €452,673,358 to €844,087,124), accounting for 5% (95% CI: 3% to 6%) of total public health expenditure in Ireland in 2013. The ave
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Kim, Younhee, and Minah Kang. "The Measurement of Health Care System Efficiency: Cross-country Comparison by Geographical Region." Korean Journal of Policy Studies 29, no. 1 (2014): 21–44. http://dx.doi.org/10.52372/kjps29102.

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Performance of health care delivery at the cross-country level has not often been directly evaluated by given inputs and outputs. This study estimates the efficiency of the health care systems of 170 countries by extending recent research using Simar and Wilson’s bootstrap data envelopment analysis with a sensitivity test. The 170 countries are divided into four groups to compute efficiency estimators necessary to attaining a homogeneity requirement. The major finding is that most countries were inefficient to maximize the use of their inputs at the given output level. Countries in the high-in
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Amballa, Durga Prasad. "AI-Powered Online Symptom Checkers: Enhancing Accuracy and Guiding Users to Appropriate Medical Care." Journal of Artificial Intelligence & Cloud Computing 3, no. 1 (2024): 1–5. http://dx.doi.org/10.47363/jaicc/2024(3)292.

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Online symptom checkers have emerged as valuable tools for individuals seeking health advice and guidance. Powered by artificial intelligence (AI) algorithms, these symptom checkers aim to provide more accurate and personalized health assessments, directing users to the appropriate level of medical care. This study presents an innovative architecture that combines Vector Database (VDB), Faiss similarity search algorithm, and GPT (Generative Pre-trained Transformer) API to analyze user inputs, identify intents, and generate tailored responses. The proposed system leverages the power of VDB to s
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Anselmi, Laura, Mylène Lagarde, and Kara Hanson. "The efficiency of the local health systems: investigating the roles of health administrations and health care providers." Health Economics, Policy and Law 13, no. 1 (2017): 10–32. http://dx.doi.org/10.1017/s1744133117000068.

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AbstractThe analysis of efficiency in health care has largely focussed either on individual health care providers, or on sub-national health systems conceived as a unique decision-making unit. However, in hierarchically organized national health services, two separate entities are responsible for turning financial resources into services at the local level: health administrations and health care providers. Their separate roles and the one of health administrations in particular have not been explicitly considered in efficiency analysis. We applied stochastic frontier analysis to district-level
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Garber, Alan M., and Jonathan Skinner. "Is American Health Care Uniquely Inefficient?" Journal of Economic Perspectives 22, no. 4 (2008): 27–50. http://dx.doi.org/10.1257/jep.22.4.27.

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The U.S. health system has been described as the most competitive, heterogeneous, inefficient, fragmented, and advanced system of care in the world. In this paper, we consider two questions: First, is the U.S. healthcare system productively efficient relative to other wealthy countries, in the sense of producing better health for a given bundle of hospital beds, physicians, nurses, and other factor inputs? Second, is the United States allocatively efficient relative to other countries, in the sense of providing highly valued care to consumers? For both questions, the answer is most likely no.
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Tang, Bo, Zhi Li, Song Hu, and Jianru Xiong. "Economic Implications of Health Care Burden for Elderly Population." INQUIRY: The Journal of Health Care Organization, Provision, and Financing 59 (January 2022): 004695802211215. http://dx.doi.org/10.1177/00469580221121511.

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The implications of population aging for economic growth is not only the shrinking working-age population, but also the increasing health care burden of the elderly population. It is difficult to explain clearly the relationship between a country’s aging population and its economy without considering health effects. Based on the Solow economic growth model, the aims of this study are to estimate the economic effects of the health care burden for elderly population, and to access whether reducing effective labor input for economic production. The analysis employs a set of econometric approaches
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Hindle, Don, and Julie Newman. "Hospital input price indexes in Australia: Are they worth the effort?" Australian Health Review 19, no. 3 (1996): 28. http://dx.doi.org/10.1071/ah960028.

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This paper summarises aspects of the design and use of hospital input price indexes,and describes four indexes produced in Australia in the last decade. It argues that therewould be some benefit in establishing a routine national index, if it were designedto be low-cost.However, care should be taken to avoid excessive reliance on the results in the resourceallocation and funding context. Input prices contribute relatively little to hospitals?expenditure changes. It is also necessary to monitor and manage changes in thevolumes of inputs, and this is likely to be a more rewarding task.
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Chen, Shujuan, Yue Li, Yi Zheng, Binglun Wu, Ronita Bardhan, and Liqun Wu. "Technical Efficiency Evaluation of Primary Health Care Institutions in Shenzhen, China, and Its Policy Implications under the COVID-19 Pandemic." International Journal of Environmental Research and Public Health 20, no. 5 (2023): 4453. http://dx.doi.org/10.3390/ijerph20054453.

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(1) Background: Primary health care institutions (PHCI) play an important role in reducing health inequities and achieving universal health coverage. However, despite the increasing inputs of healthcare resources in China, the proportion of patient visits in PHCI keeps declining. In 2020, the advent of the COVID-19 pandemic further exerted a severe stress on the operation of PHCI due to administrative orders. This study aims to evaluate the efficiency change in PHCI and provide policy recommendations for the transformation of PHCI in the post-pandemic era. (2) Methods: Data envelope analysis (
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Hussey, Trevor. "Efficiency and Health." Nursing Ethics 4, no. 3 (1997): 181–90. http://dx.doi.org/10.1177/096973309700400302.

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Efficiency has become of central importance in health care and is seen as wholly laudable. It appears to offer a precise and objective means of evaluating and comparing institutions, practices and individuals, and is a principle that underlies techniques of cost-benefit analysis and other methods of option appraisal. However, there is a need to examine the concept of efficiency and explore the problems of its application within health care. Efficiency is a value laden notion and it cannot be used as a means of making value judgements from purely factual premises. We have to choose the inputs a
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Byford, Sarah, and Tom Sefton. "Economic Evaluation of Complex Health and Social Care Interventions." National Institute Economic Review 186 (October 2003): 98–108. http://dx.doi.org/10.1177/002795010300100114.

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The use of economic evaluation in relatively complex areas of health and social care has been limited. The level of complexity is influenced by the nature of the problems and interventions under evaluation, being dependent upon the degree of user involvement and the complexity of the inputs and outcomes. Complexity does not preclude the achievement of a good quality economic evaluation, but it can add significant difficulties. Efforts must be made to ensure scientific validity of evaluations, whilst recognising that the complexity inherent in many health and social care interventions may requi
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Li, Jingquan. "Security Implications of AI Chatbots in Health Care." Journal of Medical Internet Research 25 (November 28, 2023): e47551. http://dx.doi.org/10.2196/47551.

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Artificial intelligence (AI) chatbots like ChatGPT and Google Bard are computer programs that use AI and natural language processing to understand customer questions and generate natural, fluid, dialogue-like responses to their inputs. ChatGPT, an AI chatbot created by OpenAI, has rapidly become a widely used tool on the internet. AI chatbots have the potential to improve patient care and public health. However, they are trained on massive amounts of people’s data, which may include sensitive patient data and business information. The increased use of chatbots introduces data security issues,
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Arora, Manisha, George Koshy, and Vandana Gangadharan. "Determinants of utilization of health services." International Journal Of Community Medicine And Public Health 6, no. 12 (2019): 5206. http://dx.doi.org/10.18203/2394-6040.ijcmph20195471.

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Background: Health care in India is a complex amalgam involving various stakeholders. For decades it has been a neglected area with reluctance in increasing the inputs such as finance or infrastructure required to drive this system. Utilization and access to this health system is a key indicator and major determinant of health seeking behaviour.Methods: This community based cross sectional study was conducted from January-February 2016 in, the urban slum located in a metro city using a pretested, semi-structured questionnaire. The data was analyzed using SPSS 22.Results: More than half of the
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Rampatige, Rasika, David Dunt, Colleen Doyle, Susan Day, and Pauline van Dort. "The effect of continuing professional education on health care outcomes: lessons for dementia care." International Psychogeriatrics 21, S1 (2009): S34—S43. http://dx.doi.org/10.1017/s1041610209008746.

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ABSTRACTBackground: This review presents an overview of the published literature on the effectiveness of continuing professional education (CPE), which includes continuing medical education (CME) of different health care professionals in healthcare settings, for improving patient management and patient outcomes. This review summarizes key articles published on the subject, including those relating to dementia care.Methods: A literature search was carried out using the National Library of Medicine's PubMed database, Cochrane database and Eric databases.Results: Studies on CPE generally provide
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Fout, Betty Tao, and Donna B. Gilleskie. "Does Health Insurance Encourage or Crowd Out Beneficial Nonmedical Care? A Dynamic Analysis of Insurance, Health Inputs, and Health Production." American Journal of Health Economics 1, no. 2 (2015): 125–64. http://dx.doi.org/10.1162/ajhe_a_00010.

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Bavli, Itai, and Sandro Galea. "Key considerations in the adoption of Artificial Intelligence in public health." PLOS Digital Health 3, no. 7 (2024): e0000540. http://dx.doi.org/10.1371/journal.pdig.0000540.

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The integration of Artificial Intelligence (AI) into public health has the potential to transform the field, influencing healthcare at the population level. AI can aid in disease surveillance, diagnosis, and treatment decisions, impacting how healthcare professionals deliver care. However, it raises critical questions about inputs, values, and biases that must be addressed to ensure its effectiveness. This article investigates the factors influencing the values guiding AI technology and the potential consequences for public health. It outlines four key considerations that should shape discussi
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Ndayizigiye, Melino, Lao-Tzu Allan-Blitz, Emily Dally, et al. "Improving access to health services through health reform in Lesotho: Progress made towards achieving Universal Health Coverage." PLOS Global Public Health 2, no. 11 (2022): e0000985. http://dx.doi.org/10.1371/journal.pgph.0000985.

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In 2014 the Kingdom of Lesotho, in conjunction with Partners In Health, launched a National Health Reform with three components: 1) improved supply-side inputs based on disease burden in the catchment area of each of 70 public primary care clinics, 2) decentralization of health managerial capacity to the district level, and 3) demand-side interventions including paid village health workers. We assessed changes in the quarterly average of quality metrics from pre-National Health Reform in 2013 to 2017, which included number of women attending their first antenatal care visit, number of post-nat
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Gheorghe, Adrian, Kalipso Chalkidou, Omar Shamieh, et al. "Economics of Pediatric Cancer in Four Eastern Mediterranean Countries: A Comparative Assessment." JCO Global Oncology, no. 6 (September 2020): 1155–70. http://dx.doi.org/10.1200/go.20.00041.

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PURPOSE Cancer is a leading cause of death among children in the Eastern Mediterranean region, where conflict and economic downturn place additional burden on the health sector. In this context, using economic evidence to inform policy decisions is crucial for maximizing health outcomes from available resources. We summarized the available evidence on the economics of pediatric cancer in Jordan, Lebanon, the occupied Palestinian territory, and Turkey. METHODS A scoping review was performed of seven academic databases and gray literature pertaining to pediatric cancer in the four jurisdictions,
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Thomas, Raphael Shobi Andhikad. "AI-Centric Data Analytics in Public Behavioral Health Care." International Journal of Computing and Engineering 7, no. 14 (2025): 38–50. https://doi.org/10.47941/ijce.3005.

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Artificial intelligence-driven data intelligence represents a paradigm shift in public behavioral health care, offering unprecedented capabilities to extract meaningful insights from complex datasets. This integration transforms the delivery of mental health services by enabling personalized interventions, early risk detection, and optimized resource allocation across populations. The convergence of electronic health records, social determinants data, behavioral metrics, and wearable device inputs creates a comprehensive foundation for enhanced clinical decision-making. Through advanced patter
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Wenger, G. Clare. "Care in the Community." Ageing and Society 5, no. 2 (1985): 143–59. http://dx.doi.org/10.1017/s0144686x00011491.

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ABSTRACTThis paper reports on a longitudinal study of old people over the age of sixty-five living in rural Wales. Particular attention is paid to those who were over eighty in 1983, compared with the 1979 over-eighties. Whilst the findings demonstrate increased inputs of statutory domiciliary support with increased dependency, such support is clearly supplementary to the role of informal services. The paper shows that despite increased levels of dependency amongst the old elderly, levels of domiciliary services have not kept pace. Rationing mechanisms appear to focus services on the over-eigh
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Khan, Yasmine, Nick Verhaeghe, Robby De Pauw, et al. "Evaluating the health and health economic impact of the COVID-19 pandemic on delayed cancer care in Belgium: A Markov model study protocol." PLOS ONE 18, no. 10 (2023): e0288777. http://dx.doi.org/10.1371/journal.pone.0288777.

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Introduction Cancer causes a substantial burden to our society, both from a health and an economic perspective. To improve cancer patient outcomes and lower society expenses, early diagnosis and timely treatment are essential. The recent COVID-19 crisis has disrupted the care trajectory of cancer patients, which may affect their prognosis in a potentially negative way. The purpose of this paper is to present a flexible decision-analytic Markov model methodology allowing the evaluation of the impact of delayed cancer care caused by the COVID-19 pandemic in Belgium which can be used by researche
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Broulikova, Hana M., Martin Dlouhy, and Petr Winkler. "Expenditures on Mental Health Care in the Czech Republic in 2015." Psychiatric Quarterly 91, no. 1 (2019): 113–25. http://dx.doi.org/10.1007/s11126-019-09688-3.

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AbstractExpenditures on mental health care in the Czech Republic are not being published regularly, yet they are indispensable for evaluation of the ongoing reform of Czech mental health care. The main objective of this study is to estimate the size of these expenditures in 2015 and make a comparison with the last available figures from the year 2006. The estimation is based on an OECD methodology of health accounts, which structures health care expenditures according to health care functions, provider industries, and payers. The expenditures are further decomposed according to diagnoses, and
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Prasad, M. S. R., Amrutha Lingampalli, Kushal Kumar C. Verapalle, and Eshwar N. Malraju. "Telemedical IoT based technology for emergency health-care." International Journal of Engineering & Technology 7, no. 1.1 (2017): 252. http://dx.doi.org/10.14419/ijet.v7i1.1.9480.

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While it is possible to save potential victims during emergencies situations (such as cardiac arrests) using the required healthcare infrastructure around, the greatest challenge lies in setting up of the same. People are not always present at places with readily access to qualified doctors. As a result, there should be a provision to remain in touch with a specialist medical practitioner. This paper presents the methodology of medical content management through internet of things. Transmitting sensory data of the victims to any hospital on time can help save numerous lives across the planet.
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M, KANTESH, and Mr VINAY PATEL G L. "EARLY PREDICTION OF LOWBIRTH WEIGHT CASES USING ML." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 08, no. 07 (2024): 1–6. http://dx.doi.org/10.55041/ijsrem36637.

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This work aims to predict, from a variety of user inputs, whether a baby will be born healthy or underweight. Taking into account characteristics including parental health, ethnicity, educational background, and region—all of which have an impact on healthcare accessibility and environmental factors—the study acknowledges the significance of birth weight in relation to gestational age. Through the examination of extensive datasets containing these lifestyle and demographic characteristics, health care providers can improve prenatal care and interventions, concentrating more carefully on popula
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Stevenson, Gary, Stephen Foster, and Meroe Grove. "428 - DEMENTIA INPATIENT THERAPEUTIC INTERVENTIONS IN A SCOTTISH HEALTH REGION." International Psychogeriatrics 32, S1 (2020): 144. http://dx.doi.org/10.1017/s1041610220002811.

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Background: There is published evidence of the benefits and limitations, including potential harm, of psychotropic medication and benefits of non-pharmacological interventions for the management of challenging behaviours associated with dementia (BPSD).Objectives: To examine the usage of such interventions in the management of BPSD within three National Health Service (NHS) ‘specialist’ dementia inpatient wards (56 beds) in a Scottish health region (Fife, population 370,000) and to identify targets for service improvements.Methods: Patient demographic data, mental and physical health diagnoses
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Chinta, Arunajyothi, Harshitha Siva Tej Bala, Niveditha K., and Anitha Kalakata. "A Retrospective study HMIS data for improvement of MCH Services at Tertiary care center." International Journal of Toxicological and Pharmacological Research 14, no. 02 (2024): 245–47. https://doi.org/10.5281/zenodo.14605995.

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Health Management Information System (HMIS) is a web-based monitoring information system that has put in place by Ministry of Health and Family welfare to monitor National Health Mission and other health programmes and to provide inputs for policy formulation and appropriate programme interventions. With the growing importance of health in the global agenda, health management information system (HMIS) has emerged as one of the key activities that require accelerated efforts to meet international as well as country specific needs.
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Fernandez, A., J. A. Salinas-Perez, M. R. Gutierrez-Colosia, et al. "Use of an integrated Atlas of Mental Health Care for evidence informed policy in Catalonia (Spain)." Epidemiology and Psychiatric Sciences 24, no. 6 (2014): 512–24. http://dx.doi.org/10.1017/s2045796014000511.

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Background.This paper aims to present the Integrated Atlas of Mental Health of Catalonia (2010) focusing on: (a) the importance of using a taxonomy-based coding and standard system of data collection when assessing health services; and (b) its relevance as a tool for evidence-informed policy.Method.This study maps all the care-related services for people with mental disorders available in Catalonia in 2010, using the ‘Description and Evaluation of Services and Directories in Europe for long-term care’ (DESDE-LTC). The unit of analysis is the Basic Stable Input of Care (BSIC), which is the mini
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Hoxha, Ilir, Valid Apuk, Besfort Kryeziu, et al. "Management of Non-Communicable Diseases in Kosovo: A Scoping Review." International Journal of Environmental Research and Public Health 20, no. 4 (2023): 3299. http://dx.doi.org/10.3390/ijerph20043299.

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Background—Non-communicable diseases (NCDs) affect a growing share of the population in Kosovo. The country faces challenges with NCDs management, specifically detecting, screening, and treating people with NCDs. Objective—To assess the management of NCDs, including the inputs that influence the provision of NCDs and outcomes of NCD management. Eligibility criteria—Studies had to report NCD management in Kosovo. Sources of evidence—We systematically searched Google Scholar, PubMed, Scopus, and Web of Science. Charting methods—The data were charted by two researchers. In addition, we extracted
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Misra, Shobha, and Niraj Desai. "Quality of reproductive health care provided by community health centers of a district located in western India- a mixed method study." International Journal Of Community Medicine And Public Health 9, no. 12 (2022): 4478. http://dx.doi.org/10.18203/2394-6040.ijcmph20223202.

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Background: Under National Rural Health Mission in 2007, Indian Public Health Standards (IPHS) were introduced to strengthen health care services. As majority of health infrastructure is in existence before introduction of IPHS, there was scant information available on assessment of these standards. This study was carried out with the objective to assess quality of reproductive health care provided by community health centers (CHC).Methods: A cross-sectional study was carried out in 2013. All of the 17 community health centers from 12 talukas of the district were studied. Data collection was c
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Yarney, Lily, and Roger Ayimbillah Atinga. "Patients’ perspectives of emergency care quality and priorities for care improvement." International Journal of Health Governance 22, no. 4 (2017): 234–45. http://dx.doi.org/10.1108/ijhg-12-2016-0055.

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Purpose Studies have examined strategies implemented to strengthen quality of emergency care in healthcare provider institutions in Ghana. But few studies have focused on what determines quality of emergency care from the patient’s perspective. The purpose of this paper is to fill that gap by examining factors salient to gauging quality of emergency care and priority areas for care improvement. Design/methodology/approach Cross-sectional data were collected from patients admitted in emergency units of public hospitals in two regions: Greater Accra and Central Regions. A structured questionnair
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Sarti, Thiago Dias, Welington Serra Lazarini, Leonardo Ferreira Fontenelle, and Ana Paula Santana Coelho Almeida. "Organization of primary health care in pandemics." Revista Brasileira de Medicina de Família e Comunidade 16, no. 43 (2021): 2655. http://dx.doi.org/10.5712/rbmfc16(43)2655.

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Background: The world is experiencing one of the greatest public health emergencies in history with the global spread of COVID-19. Health systems, including Primary Health Care (PHC) services, are pillars of pandemic coping strategies. Objective: To systematic review of the literature that analyzes the effectiveness of PHC organization strategies in the context of epidemics. Methods: We performed a rapid systematic literature review on MEDLINE (via PubMed), EMBASE and LILACS (via VHL), in order to analyze empirical studies on the effectiveness of PHC organization strategies in the context of e
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Lindeman, Cliff, Ashley McCurdy, Carminda G. Lamboglia, et al. "The extent to which family physicians record their patients’ exercise in medical records: a scoping review." BMJ Open 10, no. 2 (2020): e034542. http://dx.doi.org/10.1136/bmjopen-2019-034542.

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ObjectiveExercise is an effective modality for the prevention and treatment of chronic conditions and family physicians are the healthcare providers tasked to manage patients’ chronic disease status. However, little is known about the exercise documentation in family-physician records. Therefore, a scoping review was conducted to describe family-physician-recorded exercise-related advice to patients in electronic medical records.DesignScoping review.SettingPrimary care clinics.Search strategyPubMed, Medline, SPORTDiscus, Google, Dissertations &amp; Theses Global, OCLC PapersFirst (via First Se
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K, Ramu. "A Study to Evaluate Effectiveness of Clinical Nursing Practice Guidelines Among Nurses Towards Patient’s Satisfaction in Critical Care Unit at Selected Hospital, Bangalore." Emergency and Nursing Management 1, no. 1 (2022): 01–04. http://dx.doi.org/10.58489/2836-2179/003.

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Patient satisfaction is a concrete criterion for evaluation of health care and therefore quality of nursing care. It provides crucial information for healthcare managers by providing important resources for processes such as those involved in measuring patients’ expectations and satisfaction with nursing care quality, improving nursing service quality through identification of areas of failure and planning and implementing necessary training. Evaluation of health care involves defining the objectives of care, monitoring healthcare inputs, measuring the extent to which the expected outcomes hav
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Ulep, Valerie Gilbert. "Measuring the Structural Capacity of Philippine Hospitals to Provide High-Quality Health Care." Philippine Journal of Development 47, no. 01 (2023): 01–29. http://dx.doi.org/10.62986/pjd2023.47.1a.

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This paper measures Philippine hospitals’ management practices and service capability based on their structural inputs. The authors collected a wide range of data on hospital management and service delivery of selected public and private health facilities using a validated online profiling questionnaire. They identified the challenges and limitations that hospitals commonly encounter, particularly in governance and administration and service capacity. The authors recommend systematically collecting healthcare quality indicators and providing incentives and grants to enable the collection, meas
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