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Pozuelo Garcia A, Pons-Vigués M, Casanovas-Guitart C, Torné Vilagrasa E, Reynolds J, Guarga-Rojas A. [Operational planning of health services: How do we make it possible?]. J Healthc Qual Res 2024:S2603-6479(24)00040-X. [PMID: 38797643 DOI: 10.1016/j.jhqr.2024.04.007] [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: 01/18/2024] [Revised: 03/25/2024] [Accepted: 04/24/2024] [Indexed: 05/29/2024]
Abstract
INTRODUCTION AND OBJECTIVE The Catalan Health Service carries out the operational planning of service delivery and organization. The goal is to describe the methodology and procedure followed to perform these functions. METHODS The process of operational planning in healthcare services (OPHS) is continuous, dynamic, participatory, objective, and adaptable. OPHS can be divided into three stages prior to implementation and evaluation: Service delivery planning, Organization of healthcare resources, and Procurement planning. RESULTS Three examples of projects are presented following the POSS framework. It is essential to adapt the process to the characteristics of each project. CONCLUSIONS The proposed framework is useful to achieve high quality and equity in access to services.
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Affiliation(s)
- A Pozuelo Garcia
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España
| | - M Pons-Vigués
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España; Departament d'Infermeria, Facultat d'Infermeria, Universitat de Girona, Girona, España.
| | - C Casanovas-Guitart
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España
| | - E Torné Vilagrasa
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España
| | - J Reynolds
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España
| | - A Guarga-Rojas
- Gerència de Planificació Operativa i Avaluació, Àrea Assistencial, Servei Català de la Salut (CatSalut), Barcelona, España
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Qiao H, Chen Y, Qian C, Guo Y. Clinical data mining: challenges, opportunities, and recommendations for translational applications. J Transl Med 2024; 22:185. [PMID: 38378565 PMCID: PMC10880222 DOI: 10.1186/s12967-024-05005-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 02/18/2024] [Indexed: 02/22/2024] Open
Abstract
Clinical data mining of predictive models offers significant advantages for re-evaluating and leveraging large amounts of complex clinical real-world data and experimental comparison data for tasks such as risk stratification, diagnosis, classification, and survival prediction. However, its translational application is still limited. One challenge is that the proposed clinical requirements and data mining are not synchronized. Additionally, the exotic predictions of data mining are difficult to apply directly in local medical institutions. Hence, it is necessary to incisively review the translational application of clinical data mining, providing an analytical workflow for developing and validating prediction models to ensure the scientific validity of analytic workflows in response to clinical questions. This review systematically revisits the purpose, process, and principles of clinical data mining and discusses the key causes contributing to the detachment from practice and the misuse of model verification in developing predictive models for research. Based on this, we propose a niche-targeting framework of four principles: Clinical Contextual, Subgroup-Oriented, Confounder- and False Positive-Controlled (CSCF), to provide guidance for clinical data mining prior to the model's development in clinical settings. Eventually, it is hoped that this review can help guide future research and develop personalized predictive models to achieve the goal of discovering subgroups with varied remedial benefits or risks and ensuring that precision medicine can deliver its full potential.
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Affiliation(s)
- Huimin Qiao
- Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Yijing Chen
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, China
| | - Changshun Qian
- School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China
| | - You Guo
- Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, China.
- School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China.
- Ganzhou Key Laboratory of Medical Big Data, Ganzhou, China.
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Maliqi B, Cocoman O, Dohlsten M, Dussey S, Hinton R, Mannah MT, Muzigaba M, Rammal T, Sabiiti J, Yaqub N, Banerjee A. Strengthening the policy, implementation, and accountability environment for quality care: experiences from quality of care network countries. FRONTIERS IN HEALTH SERVICES 2024; 3:1292510. [PMID: 38292915 PMCID: PMC10825031 DOI: 10.3389/frhs.2023.1292510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 12/26/2023] [Indexed: 02/01/2024]
Abstract
Despite global commitment to universal health coverage with quality, poor quality of care (QOC) continues to impact health outcomes for mothers and newborns, especially in low-and-middle income countries. Although there is much experience from small-scale projects, without a long-term perspective it is unclear how to implement quality of care effectively and consistently for impact. In 2017, ten countries together with the WHO and a coalition of partners established the Network for Improving Quality of Care for Maternal, Newborn and Child Health (the Network). The Network agreed to pursue four strategic objectives-Leadership, Action, Learning and Accountability (LALA) for QOC. This paper describes, analyses and reflects on what has worked and some of the challenges faced in implementation of the LALA framework. The implementation of the LALA framework has served as a catalyst to develop an enabling environment for QOC in the Network countries through strengthening the policy, implementation, accountability and community engagement for quality care. Developing an enabling health system environment takes time, but it is possible and shows results. The implementation shows that health systems continue to face persistent challenges such as capacities to quickly scale up changes across subnational levels, limited workforce capability to implement quality improvement consistently and gaps in quality of relevant data. The implementation has also highlighted the need to develop new mechanisms for community engagement and learning systems that inform scaling up of good QOC practices across programmes and levels of care. Moving forward, the Network countries will build on the experiences and lessons learned and continue to strengthen the implementation of LALA strategic objectives for impact. We hope the Network experience will encourage other countries and partners to adopt the Network implementation model to enable delivery of quality care for everyone, everywhere, and actively collaborate and contribute to the QOC global learning network.
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Affiliation(s)
- Blerta Maliqi
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Olive Cocoman
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Martin Dohlsten
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Selina Dussey
- Quality Management Unit, Ministry of Health, Accra, Ghana
| | | | - Margaret T. Mannah
- National Quality Management Programme, Ministry of Health and Sanitation, Freetown, Sierra Leone
| | - Moise Muzigaba
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Tala Rammal
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Jesca Sabiiti
- Department of Reproductive and Child Health, Ministry of Health, Kampala, Uganda
| | - Nuhu Yaqub
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
| | - Anshu Banerjee
- Department of Maternal, Newborn, Child, Adolescent Health and Aging, World Health Organization, Geneva, Switzerland
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Malika N, Herman PM, Whitley M, Coulter I, Maiers M, Chesney M, Rogers R. Qualitative Assessment CIH Institutions' Engagement With Underserved Communities to Enhance Healthcare Access and Utilization. GLOBAL ADVANCES IN INTEGRATIVE MEDICINE AND HEALTH 2024; 13:27536130241244759. [PMID: 38545335 PMCID: PMC10966973 DOI: 10.1177/27536130241244759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/07/2024] [Accepted: 03/13/2024] [Indexed: 05/26/2024]
Abstract
Background In North America, there is a notable underutilization of complementary and integrative health approaches (CIH) among non-White and marginalized communities. Objectives This study sought to understand how CIH educational instutitions are proactively working to redress this disparity in access and utilization among these communities. Methods We conducted interviews with 26 key informants, including presidents, clinicians, and research deans across 13 CIH educational institutions across the US and Canada. Thematic analysis included deductive codes based on the interview guide during interview scripts review. Results Six themes were identified: (1) CIH institutions often had a long and varied history of community engaged care through partnerships to increase access and utilization; (2) CIH institutions' long-standing community outreach had been intentionally designed; (3) CIH institutions provided an array of services to a wide range of demographics and communities; (4) addressing healthcare access and utilization through community partnerships had a strong positive impact; (5) funding, staffing and COVID-19 were significant challenges that impeded efforts to increase CIH access through community engaged work; (6) identified gaps in community partnerships and services to increase access and utilization were recognized. Conclusion These findings underscore significant efforts made to enhance healthcare access and utilization among marginalized, underserved, and racial and ethnic communities. However, barriers such as funding constraints, resource allocation, and the need for proper measurement and accountability hinder proactive initiatives aimed at redressing disparities in CIH utilization within these communities.
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Affiliation(s)
| | | | | | | | - Michele Maiers
- Northwestern Health Sciences University, Bloomington, MN, USA
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Affiliation(s)
| | | | | | | | - Anshu Banerjee
- Department Maternal Newborn Child Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland
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Dada S, Aivalli P, De Brún A, Barreix M, Chelwa N, Mutunga Z, Vwalika B, Gilmore B. Understanding communication in community engagement for maternal and newborn health programmes in low- and middle-income countries: a realist review. Health Policy Plan 2023; 38:1079-1098. [PMID: 37650702 PMCID: PMC10566325 DOI: 10.1093/heapol/czad078] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 08/20/2023] [Accepted: 08/29/2023] [Indexed: 09/01/2023] Open
Abstract
As community engagement (CE) is implemented for sustainable maternal and newborn health (MNH) programming, it is important to determine how these approaches work. Low- and middle-income countries (LMICs) have become a particular focus for MNH CE activities due to their high burden of maternal and neonatal deaths. MNH messaging and communication to engage communities are likely to differ by context, but how these approaches are actually developed and implemented within CE is not well understood. Understanding how communications in CE actually work is vital in the translation of learnings across programmes and to inform future projects. The purpose of this realist review is to describe how, why, to what extent and for whom communications in CE contribute to MNH programming in LMICs. After searching academic databases, grey literature and literature suggested by the expert advisory committee, documents were included if they described the CE communication processes/activities used for MNH programming in an LMIC. Relevant documents were assessed for richness (depth of insight) and rigor (trustworthiness and coherence of data/theories). Data were extracted as context-mechanism-outcome configurations (CMOCs) and synthesized into demi-regularities to contribute to theory refinement. After screening 416 records, 45 CMOCs were extracted from 11 documents. This informed five programme theories explaining that communications in CE for an MNH programme work when: communities are actively involved throughout the programme, the messaging and programme are acceptable, communication sources are trusted, the community has a reciprocal relationship with the programme and the community sees value in the programme. While these findings reflect what is often anecdotally known in CE or acknowledged in communications theory, they have implications for policy, practice and research by highlighting the importance of centring the community's needs and priorities throughout the stages of developing and implementing communications for CE in MNH.
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Affiliation(s)
- Sara Dada
- UCD Centre for Interdisciplinary Research Education and Innovation in Health Systems (UCD IRIS Centre), University College Dublin, School of Nursing Midwifery and Health Systems , Belfield, Dublin 4, Ireland
- School of Nursing Midwifery and Health Systems, University College Dublin, Belfield, Dublin 4, Ireland
| | - Praveenkumar Aivalli
- UCD Centre for Interdisciplinary Research Education and Innovation in Health Systems (UCD IRIS Centre), University College Dublin, School of Nursing Midwifery and Health Systems , Belfield, Dublin 4, Ireland
- School of Nursing Midwifery and Health Systems, University College Dublin, Belfield, Dublin 4, Ireland
| | - Aoife De Brún
- UCD Centre for Interdisciplinary Research Education and Innovation in Health Systems (UCD IRIS Centre), University College Dublin, School of Nursing Midwifery and Health Systems , Belfield, Dublin 4, Ireland
- School of Nursing Midwifery and Health Systems, University College Dublin, Belfield, Dublin 4, Ireland
| | - Maria Barreix
- UNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction, Department of Sexual and Reproductive Health and Research, World Health Organization, Avenue Appia 20, 1211, Geneva 27, Switzerland
| | | | | | - Bellington Vwalika
- Department of Obstetrics and Gynaecology, University of Zambia School of Medicine, Lusaka, Zambia
| | - Brynne Gilmore
- UCD Centre for Interdisciplinary Research Education and Innovation in Health Systems (UCD IRIS Centre), University College Dublin, School of Nursing Midwifery and Health Systems , Belfield, Dublin 4, Ireland
- School of Nursing Midwifery and Health Systems, University College Dublin, Belfield, Dublin 4, Ireland
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