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"Capacity Building - statistics "
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Medical costs of keeping the US economy open during COVID-19
by
Venkatramanan, Srinivasan
,
Marathe, Achla
,
Chen, Jiangzhuo
in
639/705/1042
,
692/699/255/2514
,
Capacity Building - economics
2020
We use an individual based model and national level epidemic simulations to estimate the medical costs of keeping the US economy open during COVID-19 pandemic under different counterfactual scenarios. We model an unmitigated scenario and 12 mitigation scenarios which differ in compliance behavior to social distancing strategies and in the duration of the stay-home order. Under each scenario we estimate the number of people who are likely to get infected and require medical attention, hospitalization, and ventilators. Given the per capita medical cost for each of these health states, we compute the total medical costs for each scenario and show the tradeoffs between deaths, costs, infections, compliance and the duration of stay-home order. We also consider the hospital bed capacity of each Hospital Referral Region (HRR) in the US to estimate the deficit in beds each HRR will likely encounter given the demand for hospital beds. We consider a case where HRRs share hospital beds among the neighboring HRRs during a surge in demand beyond the available beds and the impact it has in controlling additional deaths.
Journal Article
Using operational research as a tool to improve eye health services and systems in low-and middle-income settings: lessons from India and Nepal
by
Judson, Katie
,
O’Brien, Kieran S.
,
Priya, Ruchi
in
Adult
,
Capacity Building
,
Capacity Building - methods
2025
Background
Operational Research (OR), as part of a quality assurance program, has become a standard feature of most health institutions in most high-income countries. In contrast, in low-income settings, operational research is less common, and almost no one has asssed operational research capacity building (ORCB) as a tool to improve efficacy, efficiency and quality in these settings. This study evaluated the impact of an ORCB program on participants’ research competencies and the extent to which research findings were implemented in practice.
Materials and methods
This study combined quantitative and qualitative data to evaluate an ORCB intervention in eye hospitals in Nepal (3 sites) and northern India (1 site) from 2019 to 2022. A self-reported questionnaire was administered at the end of the study period, and formal interviews were conducted. The questionnaire covered knowledge improvement, practice implementation, and motivating and challenging factors. Statistical analysis included paired t-tests to compare pre- and post-training scores. Qualitative data were gathered through interviews and observations and analysed thematically.
Results
The program demonstrated significant improvements in participants’ research knowledge gain. Quantitative analysis revealed substantial gains in knowledge (
p
-values < 0.05 for all domains). Post-training, 66.7% developed study protocols, and 60% trained other staff or students. Qualitative feedback indicated overall positive impacts, including enhanced research and operational activities. However, reported challenges such as inconsistent mentorship quality, poor internet connectivity during online sessions, and difficulty in balancing clinical work with research. Despite these challenges, there was notable improvement in research practice and internal training within hospitals, and the program’s approach was appreciated for its effectiveness.
Conclusion
The study highlights the need for standardized training modules, consistent mentorship, and stronger institutional support. Building operational research capacity in resource-poor settings with limited administrative staff and weak data infrastructure improves individual staff knowledge and skills. Participants learned about scientific principles of reliability and validity and their importance to efforts to improve service equity, efficiency, and effectiveness.
Journal Article
Determinants of uptake of intermittent preventive treatment during pregnancy: a review
2019
Malaria in pregnancy (MiP) contributes to devastating maternal and neonatal outcomes. Coverage of intermittent preventive treatment during pregnancy (IPTp) remains alarmingly low. Data was compiled from MiP programme reviews and performed a literature search on access to and determinants of IPTp. National malaria control and reproductive health (RH) policies may be discordant. Integration may improve coverage. Medication stock-outs are a persistent problem. Quality improvement programmes are often not standardized. Capacity building varies across countries. Community engagement efforts primarily focus on promotion of services. The majority of challenges can be addressed at country level to improve IPTp coverage.
Journal Article
Building Global Capacity for Conducting Operational Research Using the SORT IT Model: Where and Who?
by
Harries, Anthony D.
,
Reid, Anthony J.
,
Ramsay, Andrew
in
Adult
,
Aged
,
Capacity Building - statistics & numerical data
2016
Research capacity is weakest in low and middle-income countries (LMICs) where operational research is highly relevant and needed. Structured Operational Research and Training Initiative (SORT IT) courses have been developed to train participants to conduct and publish operational research and influence policy and practice. Twenty courses were completed in Asia, Africa, Europe and the South Pacific between 2009 and 2014.
In the 20 completed SORT IT courses, to assess where the research was conducted, who was trained, who became facilitators in subsequent courses and course outcomes.
A cohort study of completed SORT IT courses.
There were 236 participants (41% female) including 64 nationalities who conducted research in 59 countries, mostly from Asia and Africa (mean course duration = 9.7 months). Most participants (68%) were from government health programs and non-governmental agencies. A total of 213(90%) participants completed all milestones successfully with 41(19%) becoming subsequent course facilitators, 88% of whom were from LMICs. Of 228 manuscripts submitted to scientific journals, 197(86%) were either published or in press; in 86%, the principal investigator (first author) was a LMIC national. Papers were published in 23 scientific journals (impact factor 0.5-4.4) and covered 21 disease categories (median publication time = 5.7 months). Published papers (186) had 94,794 cumulative article views/downloads. Article views/downloads for immediate open access articles were double those from closed access journals.
The SORT IT model has been effective in training personnel to produce relevant operational research in LMICs. It merits continued commitment and support for further scale-up and development.
Journal Article
Epidemiology Workforce Capacity in 27 Large Urban Health Departments in the United States, 2017
by
Binkin, Nancy
,
Arrazola, Jessica
,
Israel, Mia N.
in
21st century
,
Academic achievement
,
Adult
2019
Objectives:
The Council of State and Territorial Epidemiologists (CSTE) has periodically assessed the epidemiological capacity of states since 2001, but the data do not reflect the total US epidemiology capacity. CSTE partnered with the Big Cities Health Coalition (BCHC) in 2017 to assess epidemiology capacity in large urban health departments. We described the epidemiology workforce capacity of large urban health departments in the United States and determined gaps in capacity among BCHC health departments.
Methods:
BCHC, in partnership with CSTE, modified the 2017 State Epidemiology Capacity Assessment for its 30 member departments. Topics in the assessment included epidemiology leadership, staffing, funding, capacity to perform 4 epidemiology-related Essential Public Health Services, salary ranges, hiring requirements, use of competencies, training needs, and job vacancies.
Results:
The 27 (90%) BCHC-member health departments that completed the assessment employed 1091 full-time equivalent epidemiologists. All or nearly all health departments provided epidemiology services for programs in infectious disease (n = 27), maternal and child health (n = 27), preparedness (n = 27), chronic diseases (n = 25), vital statistics (n = 25), and environmental health (n = 23). On average, funding for epidemiology activities came from local (47%), state (24%), and federal (27%) sources. Health departments reported needing a 40% increase from the current number of epidemiologists to achieve ideal epidemiology capacity. Twenty-five health departments reported substantial-to-full capacity to monitor health problems, 21 to diagnose health problems, 11 to conduct evaluations, and 9 to perform applied research.
Conclusions:
Strategies to meet 21st century challenges and increase substantial-to-full epidemiological capacity include seeking funds from nongovernmental sources, partnering with schools and programs of public health, and identifying creative solutions to hiring and retaining epidemiologists.
Journal Article
Applied Epidemiology Workforce Growth and Capacity Challenges
2019
Objectives:
To better understand the current status and challenges of the state public health department workforce, the Council of State and Territorial Epidemiologists (CSTE) assessed the number and functions of applied public health epidemiologists at state health departments in the United States.
Methods:
In 2017, CSTE emailed unique online assessment links to state epidemiologists in the 50 states and the District of Columbia (N = 51). The response rate was 100%. CSTE analyzed quantitative data (27 questions) on funding, the number of current and needed epidemiologists, recruitment, retention, perceived capacity, and training. CSTE coded qualitative data in response to an open-ended question that asked about the most important problems state epidemiologists face.
Results:
Most funding for epidemiologic activities came from the federal government (mean, 77%). State epidemiologists reported needing 1199 additional epidemiologists to achieve ideal capacity but noted challenges in recruiting qualified staff members. Respondents cited opportunities for promotion (n = 45, 88%), salary (n = 41, 80%), restrictions on merit raises (n = 36, 70%), and losses to the private or government sector (n = 33, 65%) as problems for retention. Of 4 Essential Public Health Services measured, most state epidemiologists reported substantial-to-full capacity to monitor health status (n = 43, 84%) and diagnose and investigate community health problems (n = 47, 92%); fewer respondents reported substantial-to-full capacity to conduct evaluations (n = 20, 39%) and research (n = 11, 22%).
Conclusions:
Reliance on federal funding negatively affects employee retention, core capacity, and readiness at state health departments. Creative solutions for providing stable funding, developing greater flexibility to respond to emerging threats, and enhancing capacity in evaluation and applied research are needed.
Journal Article
Causes and remedies for low research productivity among postgraduate scholars and early career researchers on non-communicable diseases in Nigeria
by
Olopade, Christopher Sola
,
Aniagwu, Toyin
,
Ogun, Millicent
in
Academies and Institutes - economics
,
Academies and Institutes - statistics & numerical data
,
Biomedical and Life Sciences
2019
Objective
The aim of the descriptive, cross sectional, questionnaire-based study reported here was to explore the causes of low productivity in non-communicable diseases research among postgraduate scholars and early career researchers in Nigeria and identify measures that could facilitate increased research output.
Results
The 89 respondents were masters-level, doctoral scholars and resident doctors who attended a workshop. Majorities of the respondents (over 70%) either agreed or strongly agreed that factors contributing to poor non-communicable diseases research productivity include a dearth of in-country researchers with specialized skills, inability of Nigerian researchers to work in multidisciplinary teams, poor funding for health research, sub-optimal infrastructural facilities, and limited use of research findings by policy makers. Almost all the respondents (over 90%) agreed that potential strategies to facilitate non-communicable diseases research output would include increased funding for research, institutionalization of a sustainable, structured capacity building program for early career researchers, establishment of Regional Centers for Research Excellence, and increased use of research evidence to guide government policy actions and programs.
Journal Article
Building capacity for integrated health care—nursing education initiatives in a Canadian mental health setting
by
Ramirez, Alfredo
,
Chambers, Sherida
,
Tajirian, Tania
in
Canada
,
Capacity Building - methods
,
Capacity Building - statistics & numerical data
2026
BackgroundIndividuals with serious mental illness at a Toronto mental health hospital receive interdisciplinary team (IDT) care through a reverse integration model supporting both mental and physical health. Nurses play a central role in this model, yet face barriers including unclear role definitions, limited resources and workflow constraints. Enhancing nursing autonomy and IDT collaboration may improve patient outcomes and workforce retention.MethodsThis quality improvement study aimed to reduce nursing-initiated hospitalist requests by 25% across four pilot units by October 2023. From February to May 2023, 99 nurses completed 1 hour refresher training sessions to strengthen clinical decision-making, clarify scope within the IDT, and improve workflow efficiency. Pre-training and post-training surveys assessed nurses’ self-reported knowledge and comfort, and an implementation survey assessed perceived impacts on practice and collaboration. A retrospective electronic health record (EHR) chart review (September 2022–June 2024) evaluated total and declined hospitalist requests (outcome measures), focused nursing assessments (FNAs; process measures) and direct allied health requests (AHRs; balancing measures).ResultsPre-training and post-training surveys were completed by 69 and 72 nurses, respectively. Mean composite self-reported knowledge scores increased from 3.56 (SD 0.88) pre-training to 4.57 (SD 0.57) post-training (mean difference 1.02; 95% CI 0.77 to 1.26; p<0.001). Implementation surveys indicated improved clinical practice, enhanced IDT collaboration, and strong endorsement of the training. However, nursing-initiated hospitalist requests (monthly mean=339.4) and declined requests (monthly mean=30.6; 9% decline rate) showed no sustained reduction. Common reasons for declined requests included completed assessments (18.8%), duplicate requests (18.8%), and redirected AHRs (13.0%). FNAs (monthly mean=91.77) and AHRs (monthly mean=14.3) remained stable.ConclusionTargeted nursing education improved nurses’ self-reported knowledge and IDT perceived collaboration but did not reduce hospitalist requests. Sustained impact may require ongoing education, integrated onboarding, EHR workflow enhancements, and clearer role definitions.
Journal Article
Understanding challenges to malaria elimination in Nepal: a qualitative study with an embedded capacity-building exercise
by
Thapa, Arjun K.
,
Acharya, Yubraj
,
Adhikari, Shiva Raj
in
Actors
,
Artemisinin
,
Biomedical and Life Sciences
2019
Background
The Nepalese Government has made significant progress toward the elimination of malaria. However, given the surge in the prevalence of non-communicable diseases, such as diabetes and hypertension, and the localized nature of malaria prevalence, malaria elimination will remain a challenge. In the current study, the authors sought to understand local perceptions on threats to malaria elimination in three endemic districts.
Methods
The authors conducted a capacity-building exercise embedded within a qualitative study. The study component aimed to understand how local policymakers and actors perceive challenges in malaria elimination. For them to be able to articulate the challenges, however, an understanding of malaria elimination in the context of a broader health system in Nepal would be required. The capacity-building component, thus, involved providing that knowledge.
Results
Although the prevalence of malaria is high in the three districts where the study was conducted, there are significant gaps in human resources, diagnosis and treatment, and the provision of indoor residual spraying and long-lasting insecticide treated nets. More importantly, the authors’ experience suggests that it may be possible to capitalize on local expertise in order to identify gaps in malaria elimination at a sub-national level by building in a capacity-building exercise within a study.
Conclusions
Locals in three malaria-endemic districts of Nepal perceive that there are significant gaps in human resources, diagnosis and treatment, the provision of insecticide treated nets, and indoor residual spraying.
Journal Article
From targets to ripples: tracing the process of developing a community capacity building appraisal tool with remote Australian indigenous communities to tackle food security
by
Liberato, Selma
,
Brimblecombe, Julie
,
Ritchie, Jan
in
Australia
,
Australian Aboriginal and Torres Strait Islander Peoples
,
Biostatistics
2014
Background
The issue of food security is complex and requires capacity for often-unrelated groups to work together. We sought to assess the relevance and meaning of a commonly used set of community capacity development constructs in the context of remote Indigenous Australia and through this propose a model to support capacity.
Methods
The assessment was conducted with four communities and took place over five steps that involved: (i) test of clarity of construct meaning; (ii) inductive derivation of community capacity constructs; (iii) application of these constructs to the capacity of community multi-sector food-interest groups; (iv) a cross-check of these constructs and their meanings to literature-derived constructs, and; (v) achieving consensus on tool constructs. Data were collected over a three-year period (2010–2012) that involved two on-site visits to one community, and two urban-based workshops. These data were augmented by food-interest group meeting minutes and reports.
Results
Eleven community capacity development constructs were included in the proposed model: community ownership, building on strengths, strong leadership and voice, making decisions together, strong partnerships, opportunities for learning and skill development, way of working, getting together the things you need, good strong communication, sharing the true story, and continuing the process and passing on to the next generation.
The constructs derived from the literature and commonly used to appraise community capacity development were well accepted and could be used to identify areas needing strengthening. The specifics of each construct however differed from those derived from the literature yet were similar across the four communities and had particular meaning for those involved. The involvement of elders and communication with the wider community seemed paramount to forming a solid foundation on which capacity could be further developed.
Conclusion
This study explored an approach for ascribing context specific meanings to a set of capacity development constructs and an effective visual appraisal tool. An approach to tackling food security in the remote Indigenous context where community capacity goals are considered in parallel with outcome goals, or at least as incremental goals along the way, may well help to lay a more solid foundation for improved service practice and program sustainability.
Journal Article