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Assessing And Modeling Quality Measures for Healthcare SystemsLi, Nien-Chen 06 November 2021 (has links)
Background:
Shifting the healthcare payment system from a volume-based to a value-based model has been a significant effort to improve the quality of care and reduce healthcare costs in the US. In 2018, Massachusetts Medicaid launched Accountable Care Organizations (ACOs) as part of the effort. Constructing, assessing, and risk-adjusting quality measures are integral parts of the reform process.
Methods:
Using data from the MassHealth Data Warehouse (2016-2019), we assessed the loss of community tenure (CTloss) as a potential quality measure for patients with bipolar, schizophrenia, or other psychotic disorders (BSP). We evaluated various statistical models for predicting CTloss using deviance, Akaike information criterion, Vuong test, squared correlation and observed vs. expected (O/E) ratios. We also used logistic regression to investigate risk factors that impacted medication nonadherence, another quality measure for patients with bipolar disorders (BD).
Results:
Mean CTloss was 12.1 (±31.0 SD) days in the study population; it varied greatly across ACOs. For risk adjustment modeling, we recommended the zero-inflated Poisson or doubly augmented beta model. The O/E ratio ranged from 0.4 to 1.2, suggesting variation in quality, after adjusting for differences in patient characteristics for which ACOs served as reflected in E. Almost half (47.7%) of BD patients were nonadherent to second-generation antipsychotics. Patient demographics, medical and mental comorbidities, receiving institutional services like those from the Department of Mental Health, homelessness, and neighborhood socioeconomic stress impacted medication nonadherence.
Conclusions:
Valid quality measures are essential to value-based payment. Heterogeneity implies the need for risk adjustment. The search for a model type is driven by the non-standard distribution of CTloss.
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<b>Digital Health And Improvement Of Healthcare Access</b>Mateus Schmitt (18445557) 26 April 2024 (has links)
<p dir="ltr">Digital Health technologies have revolutionized healthcare delivery, offering innovative solutions that enhance access, improve patient outcomes, and optimize the use of resources. Despite this advancement, health outcomes remain disparate across different social groups, with underprivileged populations at an increased risk of poor health outcomes due to inadequate access to care. Digital Health technologies serve as a critical intervention in mitigating these disparities, particularly for groups affected by geographical, economic, and infrastructural barriers.<br><br>The purpose of this study was to conduct a review of the current state of Digital Health technologies, including Software as a Medical Device (SaMD), Wearable Health, Portable Diagnostic Devices, and remote care platforms, and their impact on healthcare accessibility. Employing qualitative methodology, this metasynthesis emphasized an important discovery: the need for a paradigm shift among stakeholders in healthcare towards integrated and digitally-driven patient care. This shift requires more than just an understanding of new technologies. It demands a fundamental re-evaluation of patient care methods and the orchestration of the entire healthcare system towards integrated digital practices. Importantly, this study found that the pace of digitalization must be carefully managed and cultural factors must be considered and signals the urgency for a balanced approach to digital integration in healthcare.</p>
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Uncovering the Role of Community Health Worker/Lay Health Worker Programs in Addressing Health Equity for Immigrant and Refugee Women in Canada: An Instrumental and Embedded Qualitative Case StudyTorres Ospina, Sara 29 January 2013 (has links)
“Why do immigrants and refugees need community health workers/lay health workers (CHWs) if Canada already has a universal health care system?” Abundant evidence demonstrates that despite the universality of our health care system marginalized populations, including immigrants and refugees, experience barriers to accessing the health system. Evidence on the role of CHWs facilitating access is both lacking and urgently needed. This dissertation contributes to this evidence by providing a thick description and thorough analytical exploration of a CHW model, in Edmonton, Canada. Specifically, I examine the activities of the Multicultural Health Brokers Co-operative (MCHB Co-op) and its Multicultural Health Brokers from 1992 to 2011 as well as the relationship they have with Alberta Health Services (AHS) Edmonton Zone Public Health. The research for this study is based on an instrumental and embedded qualitative case study design. The case is the MCHB Co-op, an independently-run multicultural health worker co-operative, which contracts with health and social services providers in Edmonton to offer linguistically- and culturally-appropriate services to marginalized immigrant and refugee women and their families. The two embedded mini-cases are two programs of the MCHB Co-op: Perinatal Outreach and Health for Two, which are the raison d’être for a sustained partnership between the MCHB Co-op and AHS. The phenomenon under study is the Multicultural Health Brokers’ practice.
I triangulate multiple methods (research strategies and data sources), including 46 days of participant and direct observation, 44 in-depth interviews (with Multicultural Health Brokers, mentors, women using the programs, health professionals and outsiders who knew of the work of the MCHB Co-op and Multicultural Health Brokers), and document review and analysis of policy documents, yearly reports, training manuals, educational materials as well as quantitative analysis of the Health Brokers’ 3,442 client caseload database. In addition, data include my field notes of both descriptive and analytical reflections taken throughout the onsite research. I also triangulate various theoretical frameworks to explore how historically specific social structures, economic relationships, and ideological assumptions serve to create and reinforce the conditions that give rise to the need for CHWs, and the factors that aid or hinder their ability to facilitate marginalized populations’ access to health and social services.
Findings reveal that Multicultural Health Brokers facilitate access to health and social services as well as foster community capacity building in order to address settlement, adaptation, and integration of immigrant and refugee women and their families into Canadian society. Findings also demonstrate that the Multicultural Health Broker model is an example of collaboration between community-based organizations and local systems in targeting health equity for marginalized populations; in particular, in perinatal health and violence against women. A major problem these workers face is they provide important services as part of Canada’s health human resources workforce, but their contributions are often not recognized as such. The triangulation of methods and theory provides empirical and theoretical understanding of the Multicultural Health Brokers’ contribution to immigrant and refugee women and their families’ feminist urban citizenship.
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Uncovering the Role of Community Health Worker/Lay Health Worker Programs in Addressing Health Equity for Immigrant and Refugee Women in Canada: An Instrumental and Embedded Qualitative Case StudyTorres Ospina, Sara 29 January 2013 (has links)
“Why do immigrants and refugees need community health workers/lay health workers (CHWs) if Canada already has a universal health care system?” Abundant evidence demonstrates that despite the universality of our health care system marginalized populations, including immigrants and refugees, experience barriers to accessing the health system. Evidence on the role of CHWs facilitating access is both lacking and urgently needed. This dissertation contributes to this evidence by providing a thick description and thorough analytical exploration of a CHW model, in Edmonton, Canada. Specifically, I examine the activities of the Multicultural Health Brokers Co-operative (MCHB Co-op) and its Multicultural Health Brokers from 1992 to 2011 as well as the relationship they have with Alberta Health Services (AHS) Edmonton Zone Public Health. The research for this study is based on an instrumental and embedded qualitative case study design. The case is the MCHB Co-op, an independently-run multicultural health worker co-operative, which contracts with health and social services providers in Edmonton to offer linguistically- and culturally-appropriate services to marginalized immigrant and refugee women and their families. The two embedded mini-cases are two programs of the MCHB Co-op: Perinatal Outreach and Health for Two, which are the raison d’être for a sustained partnership between the MCHB Co-op and AHS. The phenomenon under study is the Multicultural Health Brokers’ practice.
I triangulate multiple methods (research strategies and data sources), including 46 days of participant and direct observation, 44 in-depth interviews (with Multicultural Health Brokers, mentors, women using the programs, health professionals and outsiders who knew of the work of the MCHB Co-op and Multicultural Health Brokers), and document review and analysis of policy documents, yearly reports, training manuals, educational materials as well as quantitative analysis of the Health Brokers’ 3,442 client caseload database. In addition, data include my field notes of both descriptive and analytical reflections taken throughout the onsite research. I also triangulate various theoretical frameworks to explore how historically specific social structures, economic relationships, and ideological assumptions serve to create and reinforce the conditions that give rise to the need for CHWs, and the factors that aid or hinder their ability to facilitate marginalized populations’ access to health and social services.
Findings reveal that Multicultural Health Brokers facilitate access to health and social services as well as foster community capacity building in order to address settlement, adaptation, and integration of immigrant and refugee women and their families into Canadian society. Findings also demonstrate that the Multicultural Health Broker model is an example of collaboration between community-based organizations and local systems in targeting health equity for marginalized populations; in particular, in perinatal health and violence against women. A major problem these workers face is they provide important services as part of Canada’s health human resources workforce, but their contributions are often not recognized as such. The triangulation of methods and theory provides empirical and theoretical understanding of the Multicultural Health Brokers’ contribution to immigrant and refugee women and their families’ feminist urban citizenship.
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Uncovering the Role of Community Health Worker/Lay Health Worker Programs in Addressing Health Equity for Immigrant and Refugee Women in Canada: An Instrumental and Embedded Qualitative Case StudyTorres Ospina, Sara January 2013 (has links)
“Why do immigrants and refugees need community health workers/lay health workers (CHWs) if Canada already has a universal health care system?” Abundant evidence demonstrates that despite the universality of our health care system marginalized populations, including immigrants and refugees, experience barriers to accessing the health system. Evidence on the role of CHWs facilitating access is both lacking and urgently needed. This dissertation contributes to this evidence by providing a thick description and thorough analytical exploration of a CHW model, in Edmonton, Canada. Specifically, I examine the activities of the Multicultural Health Brokers Co-operative (MCHB Co-op) and its Multicultural Health Brokers from 1992 to 2011 as well as the relationship they have with Alberta Health Services (AHS) Edmonton Zone Public Health. The research for this study is based on an instrumental and embedded qualitative case study design. The case is the MCHB Co-op, an independently-run multicultural health worker co-operative, which contracts with health and social services providers in Edmonton to offer linguistically- and culturally-appropriate services to marginalized immigrant and refugee women and their families. The two embedded mini-cases are two programs of the MCHB Co-op: Perinatal Outreach and Health for Two, which are the raison d’être for a sustained partnership between the MCHB Co-op and AHS. The phenomenon under study is the Multicultural Health Brokers’ practice.
I triangulate multiple methods (research strategies and data sources), including 46 days of participant and direct observation, 44 in-depth interviews (with Multicultural Health Brokers, mentors, women using the programs, health professionals and outsiders who knew of the work of the MCHB Co-op and Multicultural Health Brokers), and document review and analysis of policy documents, yearly reports, training manuals, educational materials as well as quantitative analysis of the Health Brokers’ 3,442 client caseload database. In addition, data include my field notes of both descriptive and analytical reflections taken throughout the onsite research. I also triangulate various theoretical frameworks to explore how historically specific social structures, economic relationships, and ideological assumptions serve to create and reinforce the conditions that give rise to the need for CHWs, and the factors that aid or hinder their ability to facilitate marginalized populations’ access to health and social services.
Findings reveal that Multicultural Health Brokers facilitate access to health and social services as well as foster community capacity building in order to address settlement, adaptation, and integration of immigrant and refugee women and their families into Canadian society. Findings also demonstrate that the Multicultural Health Broker model is an example of collaboration between community-based organizations and local systems in targeting health equity for marginalized populations; in particular, in perinatal health and violence against women. A major problem these workers face is they provide important services as part of Canada’s health human resources workforce, but their contributions are often not recognized as such. The triangulation of methods and theory provides empirical and theoretical understanding of the Multicultural Health Brokers’ contribution to immigrant and refugee women and their families’ feminist urban citizenship.
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From the "rising tide" to solidarity: disrupting dominant crisis discourses in dementia social policy in neoliberal timesMacLeod, Suzanne 26 March 2014 (has links)
As a social worker practising in long-term residential care for people living with dementia, I am alarmed by discourses in the media and health policy that construct persons living with dementia and their health care needs as a threatening “rising tide” or crisis. I am particularly concerned about the material effects such dominant discourses, and the values they uphold, might have on the collective provision of care and support for our elderly citizens in the present neoliberal economic and political context of health care. To better understand how dominant discourses about dementia work at this time when Canada’s population is aging and the number of persons living with dementia is anticipated to increase, I have rooted my thesis in poststructural methodology. My research method is a discourse analysis, which draws on Foucault’s archaeological and genealogical concepts, to examine two contemporary health policy documents related to dementia care – one national and one provincial. I also incorporate some poetic representation – or found poetry – to write up my findings. While deconstructing and disrupting taken for granted dominant crisis discourses on dementia in health policy, my research also makes space for alternative constructions to support discursive and health policy possibilities in solidarity with persons living with dementia so that they may thrive. / Graduate / 0452 / 0680 / 0351 / macsuz@shaw.ca
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From the "rising tide" to solidarity: disrupting dominant crisis discourses in dementia social policy in neoliberal timesMacLeod, Suzanne 26 March 2014 (has links)
As a social worker practising in long-term residential care for people living with dementia, I am alarmed by discourses in the media and health policy that construct persons living with dementia and their health care needs as a threatening “rising tide” or crisis. I am particularly concerned about the material effects such dominant discourses, and the values they uphold, might have on the collective provision of care and support for our elderly citizens in the present neoliberal economic and political context of health care. To better understand how dominant discourses about dementia work at this time when Canada’s population is aging and the number of persons living with dementia is anticipated to increase, I have rooted my thesis in poststructural methodology. My research method is a discourse analysis, which draws on Foucault’s archaeological and genealogical concepts, to examine two contemporary health policy documents related to dementia care – one national and one provincial. I also incorporate some poetic representation – or found poetry – to write up my findings. While deconstructing and disrupting taken for granted dominant crisis discourses on dementia in health policy, my research also makes space for alternative constructions to support discursive and health policy possibilities in solidarity with persons living with dementia so that they may thrive. / Graduate / 0452 / 0680 / 0351 / macsuz@shaw.ca
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