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Salami A, Afshar-Nadjafi B, Amiri M. A Two-Stage Optimization Approach for Healthcare Facility Location- Allocation Problems With Service Delivering Based on Genetic Algorithm. Int J Public Health 2023; 68:1605015. [PMID: 36926284 PMCID: PMC10011119 DOI: 10.3389/ijph.2023.1605015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 01/23/2023] [Indexed: 03/06/2023] Open
Abstract
Objective: This study assesses a multi-period capacitated maximal-covering location-allocation model for healthcare services, taking interservice referral as well as equity access into account. Methods: A two-stage optimization strategy is used to formulate the model. In the first stage, facilities are located to maximize covered demand, and in the second stage, patients are allocated to capacitated facilities based on their radius of coverage over multiple time periods. The problem, which belongs to the NP-hard class of optimization problems, is solved using a linear mixed-integer programming (MILP) model. Results: A numerical example is presented to evaluate the efficiency of the proposed model. In addition, to identify near-optimal solutions for large instances, a hybrid genetic-sequential quadratic programming approach (GA-SQP) is developed. To examine the performance and efficiency of the GA-SQP, we employed several randomly generated test instances of various sizes and compared them to those obtained using the exact method. Conclusion: The proposed model has demonstrated an excellent ability in locating healthcare facilities and allocating health services while taking shortage and equity into account during each time period.
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Affiliation(s)
- Azadeh Salami
- Department of Industrial Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
| | - Behrouz Afshar-Nadjafi
- Department of Industrial Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
| | - Maghsoud Amiri
- Department of Industrial Management, Faculty of Management and Accounting, Allameh Tabataba'i University, Tehran, Iran
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Martinus Hauge A, Otto EI, Wadmann S. The sociology of rationing: Towards increased interdisciplinary dialogue - A critical interpretive literature review. SOCIOLOGY OF HEALTH & ILLNESS 2022; 44:1287-1304. [PMID: 35692110 PMCID: PMC9546068 DOI: 10.1111/1467-9566.13507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 05/23/2022] [Indexed: 06/15/2023]
Abstract
Since the 1990s, the sociology of rationing has developed in explicit opposition to health economic and bioethical approaches to healthcare rationing. This implies a limited engagement with other disciplines and a limited impact on political debates. To bring the sociology of rationing into an interdisciplinary dialogue, it is important to understand the disciplines' analytical differences and similarities. Based on a critical interpretive literature synthesis, this article examines four disciplinary perspectives on healthcare rationing and priority setting: (1) Health economics, which seeks to develop decision models to provide for more rational resource allocation; (2) Bioethics, which seeks to develop normative principles and procedures to facilitate a just allocation of resources; (3) Health policy studies, which focus on issues of legitimacy and implementation of decision models; and lastly (4) Sociology, which analyses the uncertainty of rationing and the resulting value conflicts and negotiations. The article provides an analytical overview and suggestions on how to advance the impact of sociological arguments in future rationing debates: Firstly, we discuss how to develop the concepts and assumptions of the sociology of rationing. Secondly, we identify specific themes relevant for sociological inquiry, including the recurring problem of how to translate administrative priority setting decisions into clinical practice.
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Affiliation(s)
| | - Eva Iris Otto
- Department of AnthropologyCopenhagen UniversityCopenhagenDenmark
| | - Sarah Wadmann
- VIVE – The Danish Center for Social Science ResearchCopenhagenDenmark
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Provencher V, D'Amours M, Menear M, Obradovic N, Veillette N, Sirois MJ, Kergoat MJ. Understanding the positive outcomes of discharge planning interventions for older adults hospitalized following a fall: a realist synthesis. BMC Geriatr 2021; 21:84. [PMID: 33514326 PMCID: PMC7844968 DOI: 10.1186/s12877-020-01980-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 12/21/2020] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Older adults hospitalized following a fall often encounter preventable adverse events when transitioning from hospital to home. Discharge planning interventions developed to prevent these events do not all produce the expected effects to the same extent. This realist synthesis aimed to better understand when, where, for whom, why and how the components of these interventions produce positive outcomes. METHODS Nine indexed databases were searched to identify scientific papers and grey literature on discharge planning interventions for older adults (65+) hospitalized following a fall. Manual searches were also conducted. Documents were selected based on relevance and rigor. Two reviewers extracted and compiled data regarding intervention components, contextual factors, underlying mechanisms and positive outcomes. Preliminary theories were then formulated based on an iterative synthesis process. RESULTS Twenty-one documents were included in the synthesis. Four Intervention-Context-Mechanism-Outcome configurations were developed as preliminary theories, based on the following intervention components: 1) Increase two-way communication between healthcare providers and patients/caregivers using a family-centered approach; 2) Foster interprofessional communication within and across healthcare settings through both standardized and unofficial information exchange; 3) Provide patients/caregivers with individually tailored fall prevention education; and 4) Designate a coordinator to manage discharge planning. These components should be implemented from patient admission to return home and be supported at the organizational level (contexts) to trigger knowledge, understanding and trust of patients/caregivers, adjusted expectations, reduced family stress, and sustained engagement of families and professionals (mechanisms). These optimal conditions improve patient satisfaction, recovery, functional status and continuity of care, and reduce hospital readmissions and fall risk (outcomes). CONCLUSIONS Since transitions are critical points with potential communication gaps, coordinated interventions are vital to support a safe return home for older adults hospitalized following a fall. Considering the organizational challenges, simple tools such as pictograms and drawings, combined with computer-based communication channels, may optimize discharge interventions based on frail patients' needs, habits and values. Empirically testing our preliminary theories will help to develop effective interventions throughout the continuum of transitional care to enhance patients' health and reduce the economic burden of avoidable care.
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Affiliation(s)
- Véronique Provencher
- School of Rehabilitation, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC, Canada.
- Research Centre on Aging, Sherbrooke, QC, Canada.
| | | | - Matthew Menear
- Department of Family Medicine and Emergency Medicine, Laval University, Québec, Canada
- Centre de recherche sur les soins et les services de première ligne, Université Laval, Québec, Canada
| | - Natasa Obradovic
- School of Rehabilitation, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
- Research Centre on Aging, Sherbrooke, QC, Canada
| | - Nathalie Veillette
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Marie-Josée Sirois
- Department of Rehabilitation, Faculty of Medicine, Université Laval, Québec, Canada
| | - Marie-Jeanne Kergoat
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
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A two-stage fuzzy optimization model for scarce drugs supply and ration planning under uncertainty: A case study. Appl Soft Comput 2019. [DOI: 10.1016/j.asoc.2019.105514] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Cao Y, Zhen F, Wu H. Public Transportation Environment and Medical Choice for Chronic Disease: A Case Study of Gaoyou, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E1612. [PMID: 31071961 PMCID: PMC6539171 DOI: 10.3390/ijerph16091612] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Revised: 05/04/2019] [Accepted: 05/06/2019] [Indexed: 11/17/2022]
Abstract
Current research on the built environment and medical choice focuses mainly on the construction and optimization of medical service systems from the perspective of supply. There is a lack of in-depth research on medical choice from the perspective of patient demand. Based on the medical choice behaviour of patients with chronic diseases, this article identifies the spatial distribution and heterogeneity characteristics of medical choice and evaluates the balance between medical supply and demand in each block. On this basis, we explored the mechanism of patient preferences for different levels of medical facilities by considering the patient's socioeconomic background, medical resource evaluation, and other built environment features of the neighbourhood by referring to patient questionnaires. In addition to socioeconomic characteristics, the results show that public transportation convenience, medical accessibility, and medical institution conditions also have significant influences on patient preferences, and the impact on low-income patients is more remarkable. The conclusions of the study provide a reference for the promotion and optimization of the functions of urban medical resources and the guidance of relevant public health policies.
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Affiliation(s)
- Yang Cao
- School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, China.
| | - Feng Zhen
- School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, China.
| | - Hao Wu
- School of Atmospheric Sciences, Nanjing University, Nanjing 210023, China.
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Pruski M. Experience adjusted life years and critical medical allocations within the British context: which patient should live? MEDICINE, HEALTH CARE, AND PHILOSOPHY 2018; 21:561-568. [PMID: 29497890 DOI: 10.1007/s11019-018-9830-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Medical resource allocation is a controversial topic, because in the end it prioritises some peoples' medical problems over those of others. This is less controversial when there is a clear clinical reason for such a prioritisation, but when such a reason is not available people might perceive it as deeming certain individuals more important than others. This article looks at the role of social utility in medical resource allocation, in a situation where the clinical outcome would be identical if either person received the treatment. This situation is explored with a focus on the United Kingdom, but its conclusions have wider applications to any system where healthcare is tax-payer funded. The article proposes an experience adjusted life years system, and discusses its strengths and weaknesses.
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Affiliation(s)
- Michal Pruski
- Manchester Metropolitan University, All Saints Building, Manchester, M15 6BH, UK.
- Critical Care Laboratory, Critical Care Directorate, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK.
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Abstract
The 2015 Sustainable Development Goals (SDGs) state that All United Nations Member States have agreed to try to achieve Universal Health Coverage by 2030. This includes financial risk protection, access to quality essential health care services and access to safe, effective, quality and affordable essential medicines and vaccines for all. Universal health coverage (UHC) means inclusion and empowerment for all people to access medical care, including treatment and prevention services. UHC exists in all the industrial nations except the US, which has a mixed public-private system and struggles with closing the gap between the insured and the uninsured population. Middle- and low-income countries face many challenges for UHC achievement, including low levels of funding, lack of personnel, weak health management, and issues of availability of services favoring middle- and upper-class communities. Community health services for preventive and curative health services for needs in populations at risk for poor health in low-income countries must be addressed with proactive health promotion initiatives for the double burden of infectious and noncommunicable diseases. Each nation will develop its own unique approach to national health systems, but there are models used by a number of countries based on principles of national responsibility for health, social solidarity for providing funding, and for effective ways of providing care with comprehensiveness, efficiency, quality, and cost containment. Universal access does not eliminate social inequalities in health by itself, including a wide context of reducing social inequities. Understanding national health systems requires examining representative models of different systems. Health reform is necessarily a continuing process as all countries must adapt to face challenges of cost constraints, inequalities in access to care, aging populations, emergence of new disease conditions and advancing technology including the growing capacity of medicine, public health and health promotion. The growing stress of increasing obesity, diabetes, and other chronic diseases, requires nations to modify their health care systems. Learning from the systems developed in different countries helps to learn from the processes of change in other countries.
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Abstract
The field of public health includes a wide scope of activities and professional disciplines, ranging from sanitation, health protection, epidemiology, environmental health, financing, health promotion, including supervision, or the provision of clinical care. Each of these disciplines works in systems that face ethical dilemmas, making it important that public health workers have motivation to understand and practice within the ethical guidelines of their profession, thus making ethics an important component of training and practice. The dangers of ethical lapses are overwhelmingly apparent in the case of the Eugenics movement of the early 20th century which metamorphosed from forced sterilizations in many liberal democratic countries into mass murder of physically and mentally handicapped children and adults in Nazi Germany. Between 1939 and 1941, 180 thousand psychiatric patients along with an equivalent number of handicapped children and adults were killed in an organized extermination program in Germany by lethal gassing. This method was then applied to the industrialized murder or Holocaust of six million Jews and millions of other “untermenschen” (sub human) in the greatest genocide in human history. Shortly after World War II ended the Nuremberg Trials of Nazi war criminals were conducted including medical doctors, and some were executed for crimes against humanity. This was followed by the 1948 United Nations Declaration on Human Rights and by the World Medical Association’s Helsinki Declaration. Both are widely accepted as cornerstone documents—the latter specifically governing ethical standards related to human experimentation—and are revised regularly since being issued in 1964. But genocide has not disappeared, nor has unscrupulous experimentation such as the Tuskegee experiment on black Americans infected with syphilis and left untreated even after the availability of a cure, penicillin. Ethical standards are now required by “Helsinki Committees”—ethical review boards—in most medical facilities worldwide. Ethical frameworks have evolved in part due to bitter experience of ethical failures later recognized and affecting public health standards of practice. Future generations of public health leaders and staff will face many ethical issues such as mandatory immunization of health workers and school children, and assisted death of terminally ill patients.
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River J, McKenzie H, Levy D, Pavlakis N, Back M, Oh B. Convergent priorities and tensions: a qualitative study of the integration of complementary and alternative therapies with conventional cancer treatment. Support Care Cancer 2017; 26:1791-1797. [DOI: 10.1007/s00520-017-4021-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 12/10/2017] [Indexed: 10/18/2022]
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Rezayatmand R, Groot W, Pavlova M. Smoking behaviour and health care costs coverage: a European cross-country comparison. INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT 2017; 17:453-471. [PMID: 28560648 PMCID: PMC5703019 DOI: 10.1007/s10754-017-9218-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Accepted: 05/10/2017] [Indexed: 05/16/2023]
Abstract
The empirical evidence about the effect of smoking on health care cost coverage is not consistent with the expectations based on the notion of adverse selection. This evidence is mostly based on correlational studies which cannot isolate the adverse selection effect from the moral hazard effect. Exploiting data from the Survey of Health, Aging, and Retirement in Europe, this study uses an instrumental variable strategy to identify the causal effect of daily smoking on perceived health care cost coverage of those at age 50 or above in 12 European countries. Daily smoking is instrumented by a variable indicating whether or not there is any other daily smoker in the household. A self-assessment of health care cost coverage is used as the outcome measure. Among those who live with a partner (72% of the sample), the result is not statistically significant which means we find no effect of smoking on perceived health care cost coverage. However, among those who live without a partner, the results show that daily smokers have lower self-assessed perceived health care cost coverage. This finding replicates the same counter-intuitive relationship between smoking and health insurance presented in previous studies, but in a language of causality. In addition to this, we contribute to previous studies by a cross-country comparison which brings in different institutional arrangements, and by using the self-assessed perceived health care cost coverage which is broader than health insurance coverage.
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Affiliation(s)
- Reza Rezayatmand
- Health Management and Economics Research Centre, Isfahan University of Medial Sciences, Isfahan, Iran.
- Department of Health Services Research, Faculty of Health, Medicine and Life Science, CAPHRI, Maastricht University Medical Centre, Maastricht University, Maastricht, The Netherlands.
| | - Wim Groot
- Department of Health Services Research, Faculty of Health, Medicine and Life Science, CAPHRI, Maastricht University Medical Centre, Maastricht University, Maastricht, The Netherlands
- Top Institute for Evidence-Based Education Research (TIER), Maastricht University, Maastricht, The Netherlands
| | - Milena Pavlova
- Department of Health Services Research, Faculty of Health, Medicine and Life Science, CAPHRI, Maastricht University Medical Centre, Maastricht University, Maastricht, The Netherlands
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Byers V. Health Care for All in Ireland? The Consequences of Politics for Health Policy. WORLD MEDICAL & HEALTH POLICY 2017. [DOI: 10.1002/wmh3.217] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Raittio E, Kiiskinen U, Helminen S, Aromaa A, Suominen AL. Income-related inequality and inequity in the use of dental services in Finland after a major subsidization reform. Community Dent Oral Epidemiol 2015; 43:240-54. [PMID: 25660515 DOI: 10.1111/cdoe.12148] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 12/21/2014] [Indexed: 11/28/2022]
Abstract
OBJECTIVES In Finland, a major oral healthcare reform (OHCR), implemented during 2001-2002, opened the public dental services (PDS) and extended subsidies for private dental services to entire adult population. Before the reform, adults born earlier than 1956 were not entitled to use PDS nor did they receive any reimbursements for their private dental costs. We aimed to examine changes in the income-related inequality and inequity in the use of dental services among the adult Finns after the reform. METHODS Representative data from Finnish adults born in 1970 or earlier were gathered from three identical postal surveys concerning the use of dental services and subjective perceptions of oral health. Those surveys were conducted before the OHCR in 2001 (n = 1907) and after the OHCR in 2004 (n = 1629) and 2007 (n = 1509). We used concentration index and its decomposition to analyse income-related inequality and inequity in the use of dental services and factors associated with them. RESULTS Results showed that pro-rich inequality and inequity in the overall use of dental services narrowed from 2001 to 2004. However, between 2004 and 2007, pro-rich inequality and inequity widened, so it returned to a rather similar level in 2007 as it had been in 2001. Most of the pro-rich inequality and inequity were related to regular dental visiting habit and income level. While there was pro-poor inequality and inequity in the use of PDS, there was pro-rich inequality and inequity in the use of private dental services throughout the study years. CONCLUSION It seems that income-related inequality and inequity in the use of dental services narrowed only temporarily after the reform.
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