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Schwalb A, Samad Z, Yaqoob A, Fatima R, Houben RMGJ. Subnational tuberculosis burden estimation for Pakistan. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003653. [PMID: 39312527 PMCID: PMC11419375 DOI: 10.1371/journal.pgph.0003653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/28/2024] [Indexed: 09/25/2024]
Abstract
Global tuberculosis (TB) burden estimates are aggregated at the national level, despite the likelihood of uneven distribution across and within regions in the same country. Subnational estimates are crucial to producing informed policies and informing budget allocation at more granular levels. In collaboration with the National TB Programme (NTP), we applied a simple and transparent tool to estimate the subnational TB burden in Pakistan. We tailored the SUBnational Burden Estimation for TB (SUBsET) tool to account for the district-level hierarchy of Pakistan. Districts were assigned weighted scores based on population size, level of urbanisation, households with one room, and food insecurity levels. Using the 2022 national TB incidence estimate, we first allocated the burden across administrative units based on data from the 2010-11 TB prevalence survey and subsequently refined this distribution to reflect weighted scores specific to each district. The estimated TB incidence was compared with pulmonary TB notifications to calculate the case detection rate (CDR) for each district. Utilising the updated SUBsET model, we assigned weight scores to 150 districts spanning seven provinces/regions in Pakistan. The estimated TB incidence varied significantly, ranging from 110 (95%CI: 80-145) to 462 (95%CI: 337-607) per 100,000 inhabitants per year. The provinces bearing the highest burden was Sindh (292; 95%CI: 213-384), followed by Khyber Pakhtunkhwa (269; 95%CI: 196-354) and Punjab (243; 95%CI: 177-320). The CDR was below 70% in three-quarters of the districts and over-reporting (>100%) was observed in 10 districts, primarily within Punjab, which suggests that individuals with TB may be crossing district lines to access care. The application of the SUBsET tool through active collaboration with the NTP revealed high heterogeneity in subnational TB incidence in Pakistan, urging a more granular and tailored approach to TB prevention and care. This approach ensured transparency and acceptance of the findings for wider in-country dissemination.
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Affiliation(s)
- Alvaro Schwalb
- TB Modelling Group, TB Centre, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Zia Samad
- Common Management Unit for AIDS, TB & Malaria, Ministry of National Health Services, Regulations & Coordination, Islamabad, Pakistan
| | - Aashifa Yaqoob
- Common Management Unit for AIDS, TB & Malaria, Ministry of National Health Services, Regulations & Coordination, Islamabad, Pakistan
| | - Razia Fatima
- Common Management Unit for AIDS, TB & Malaria, Ministry of National Health Services, Regulations & Coordination, Islamabad, Pakistan
| | - Rein M. G. J. Houben
- TB Modelling Group, TB Centre, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
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Taaffe J, Croda J, Moultrie H, Silva DS, Rosenthal A, Farhat M. Advancing TB research using digitized programmatic data. Int J Tuberc Lung Dis 2021; 25:890-895. [PMID: 34686230 PMCID: PMC8544923 DOI: 10.5588/ijtld.21.0325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
The use of real-world data from national TB care programs has great potential to answer key research questions in TB control and is now opportune due to increasing digital data collection and storage. We summarize an expert stakeholder workshop conducted on this topic in October 2019, with perspectives from academics, national TB program officers, and data managers. We discuss challenges and opportunities in the use of TB programmatic data for research and describe digital data availability in two large, high TB burden countries, Brazil and South Africa. From this, we posit that with a standardized data collection set, improved data management, and greater collaboration, more TB programmatic data can be used for research with measurable public health impact.
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Affiliation(s)
- J Taaffe
- Office of Cyber Infrastructure and Computational Biology, Department of Health and Human Services, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - J Croda
- Federal University of Mato Grosso do Sul, Campo Grande, MS, Brazil, Department of Epidemiology of Microbial Diseases, Yale University School of Public Health, New Haven, NJ, USA, Oswaldo Cruz Foundation, Campo Grande, MS, Brazil
| | - H Moultrie
- National Institute for Communicable Diseases, Division of the National Health Laboratory Service, Johannesburg, South Africa
| | - D S Silva
- Sydney Health Ethics, University of Sydney School of Public Health, Sydney, NSW, Australia
| | - A Rosenthal
- Office of Cyber Infrastructure and Computational Biology, Department of Health and Human Services, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - M Farhat
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, Division of Pulmonary and Critical Care, Massachusetts General Hospital, Boston, MA, USA
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Agins BD, Ikeda DJ, Reid MJA, Goosby E, Pai M, Cattamanchi A. Improving the cascade of global tuberculosis care: moving from the "what" to the "how" of quality improvement. THE LANCET. INFECTIOUS DISEASES 2019; 19:e437-e443. [PMID: 31447305 DOI: 10.1016/s1473-3099(19)30420-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 05/29/2019] [Accepted: 06/12/2019] [Indexed: 12/27/2022]
Abstract
Tuberculosis is preventable, treatable, and curable, yet it has the highest mortality rate of infectious diseases worldwide. Over the past decade, services to prevent, screen, diagnose, and treat tuberculosis have been developed and scaled up globally, but progress to end the disease as a public health threat has been slow, particularly in low-income and middle-income countries. In these settings, low-quality tuberculosis prevention, diagnostic, and treatment services frustrate efforts to translate use of existing tools, approaches, and treatment regimens into improved individual and public health outcomes. Increasingly sophisticated methods have been used to identify gaps in quality of tuberculosis care, but inadequate work has been done to apply these findings to activities that generate population-level improvements. In this Personal View, we contend that shifting the focus from the "what" to the "how" of quality improvement will require National Tuberculosis Programmes to change the way they organise, use data, implement, and respond to the needs and preferences of people with tuberculosis and at-risk communities.
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Affiliation(s)
- Bruce D Agins
- HEALTHQUAL, Institute for Global Health Sciences, University of California, San Francisco, CA, USA; Division of Global Epidemiology, University of California, San Francisco, CA, USA; Institute for Implementation Science in Population Health, City University of New York, NY, USA.
| | - Daniel J Ikeda
- HEALTHQUAL, Institute for Global Health Sciences, University of California, San Francisco, CA, USA; Harvard Medical School, Boston, MA, USA
| | - Michael J A Reid
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, CA, USA
| | - Eric Goosby
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, CA, USA
| | - Madhukar Pai
- McGill International TB Centre, McGill University, Montreal, Canada
| | - Adithya Cattamanchi
- Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA
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Ikeda DJ, Basenero A, Murungu J, Jasmin M, Inimah M, Agins BD. Implementing quality improvement in tuberculosis programming: Lessons learned from the global HIV response. J Clin Tuberc Other Mycobact Dis 2019; 17:100116. [PMID: 31788558 PMCID: PMC6879975 DOI: 10.1016/j.jctube.2019.100116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
The quality of care and treatment for tuberculosis (TB) is a major barrier in global efforts to end TB as a global health emergency. Despite a growing recognition of the need to measure, assure, and improve quality of TB services, implementation of quality improvement (QI) activities remains limited. Applying principles of systems thinking, continuous measurement, and root cause analysis, QI represents a proven approach for identifying and addressing performance gaps in healthcare delivery, with demonstrated success in low- and middle-income settings in the areas of HIV/AIDS, maternal, newborn, and child health, and infection control, among others. Drawing from lessons learned in the development of QI programming as part of the global response to HIV, we review key enablers to implementation that may assist NTPs in turning aspirations of high-quality service delivery into action. Under the umbrella of a formal quality management (QM) program, NTPs' attention to planning and coordination, commitment to tracking key processes of care, investment in QI capacity building, and integration of TB QI activities within efforts to advance universal health coverage provide a framework to sustainably implement QI activities.
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Affiliation(s)
- Daniel J Ikeda
- HEALTHQUAL, Division of Global Epidemiology, Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, USA
| | | | - Joseph Murungu
- HEALTHQUAL, Institute for Global Health Sciences, University of California, San Francisco, Harare, Zimbabwe
| | - Margareth Jasmin
- HEALTHQUAL, Division of Global Epidemiology, Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, USA
| | | | - Bruce D Agins
- HEALTHQUAL, Division of Global Epidemiology, Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, USA.,Institute for Implementation Science in Public Health, City University of New York, New York, NY, USA
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Reid MJA, Arinaminpathy N, Bloom A, Bloom BR, Boehme C, Chaisson R, Chin DP, Churchyard G, Cox H, Ditiu L, Dybul M, Farrar J, Fauci AS, Fekadu E, Fujiwara PI, Hallett TB, Hanson CL, Harrington M, Herbert N, Hopewell PC, Ikeda C, Jamison DT, Khan AJ, Koek I, Krishnan N, Motsoaledi A, Pai M, Raviglione MC, Sharman A, Small PM, Swaminathan S, Temesgen Z, Vassall A, Venkatesan N, van Weezenbeek K, Yamey G, Agins BD, Alexandru S, Andrews JR, Beyeler N, Bivol S, Brigden G, Cattamanchi A, Cazabon D, Crudu V, Daftary A, Dewan P, Doepel LK, Eisinger RW, Fan V, Fewer S, Furin J, Goldhaber-Fiebert JD, Gomez GB, Graham SM, Gupta D, Kamene M, Khaparde S, Mailu EW, Masini EO, McHugh L, Mitchell E, Moon S, Osberg M, Pande T, Prince L, Rade K, Rao R, Remme M, Seddon JA, Selwyn C, Shete P, Sachdeva KS, Stallworthy G, Vesga JF, Vilc V, Goosby EP. Building a tuberculosis-free world: The Lancet Commission on tuberculosis. Lancet 2019; 393:1331-1384. [PMID: 30904263 DOI: 10.1016/s0140-6736(19)30024-8] [Citation(s) in RCA: 219] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 12/20/2018] [Accepted: 12/25/2018] [Indexed: 11/22/2022]
Affiliation(s)
- Michael J A Reid
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, USA.
| | - Nimalan Arinaminpathy
- School of Public Health, Imperial College London, London, UK; Faculty of Medicine, Imperial College London, London, UK
| | - Amy Bloom
- Tuberculosis Division, United States Agency for International Development, Washington, DC, USA
| | - Barry R Bloom
- Department of Global Health and Population, Harvard University, Cambridge, MA, USA
| | | | - Richard Chaisson
- Departments of Medicine, Epidemiology, and International Health, Johns Hopkins School of Medicine, Baltimore, MA, USA
| | | | | | - Helen Cox
- Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Mark Dybul
- Department of Medicine, Centre for Global Health and Quality, Georgetown University, Washington, DC, USA
| | | | - Anthony S Fauci
- National Institute of Allergy and Infectious Diseases, US National Institutes of Health, Maryland, MA, USA
| | | | - Paula I Fujiwara
- Department of Tuberculosis and HIV, The International Union Against Tuberculosis and Lung Disease, Paris, France
| | - Timothy B Hallett
- School of Public Health, Imperial College London, London, UK; Faculty of Medicine, Imperial College London, London, UK
| | | | | | - Nick Herbert
- Global TB Caucus, Houses of Parliament, London, UK
| | - Philip C Hopewell
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Chieko Ikeda
- Department of GLobal Health, Ministry of Heath, Labor and Welfare, Tokyo, Japan
| | - Dean T Jamison
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA; Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Aamir J Khan
- Interactive Research & Development, Karachi, Pakistan
| | - Irene Koek
- Global Health Bureau, United States Agency for International Development, Washington, DC, USA
| | - Nalini Krishnan
- Resource Group for Education and Advocacy for Community Health, Chennai, India
| | - Aaron Motsoaledi
- South African National Department of Health, Pretoria, South Africa
| | - Madhukar Pai
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada; McGill International TB Center, McGill University, Montreal, QC, Canada
| | - Mario C Raviglione
- University of Milan, Milan, Italy; Global Studies Institute, University of Geneva, Geneva, Switzerland
| | - Almaz Sharman
- Academy of Preventive Medicine of Kazakhstan, Almaty, Kazakhstan
| | - Peter M Small
- Global Health Institute, School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | | | - Zelalem Temesgen
- Department of Infectious Diseases, Mayo Clinic, Rochester, MI, USA
| | - Anna Vassall
- Department of Global Health and Development, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK; Amsterdam Institute for Global Health and Development, University of Amsterdam, Amsterdam, Netherlands
| | | | | | - Gavin Yamey
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Bruce D Agins
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Sofia Alexandru
- Institutul de Ftiziopneumologie Chiril Draganiuc, Chisinau, Moldova
| | - Jason R Andrews
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Naomi Beyeler
- Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Stela Bivol
- Center for Health Policies and Studies, Chisinau, Moldova
| | - Grania Brigden
- Department of Tuberculosis and HIV, The International Union Against Tuberculosis and Lung Disease, Paris, France
| | - Adithya Cattamanchi
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Danielle Cazabon
- McGill International TB Center, McGill University, Montreal, QC, Canada
| | - Valeriu Crudu
- Center for Health Policies and Studies, Chisinau, Moldova
| | - Amrita Daftary
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada; McGill International TB Center, McGill University, Montreal, QC, Canada
| | - Puneet Dewan
- Bill & Melinda Gates Foundation, New Delhi, India
| | - Laurie K Doepel
- National Institute of Allergy and Infectious Diseases, US National Institutes of Health, Maryland, MA, USA
| | - Robert W Eisinger
- National Institute of Allergy and Infectious Diseases, US National Institutes of Health, Maryland, MA, USA
| | - Victoria Fan
- T H Chan School of Public Health, Harvard University, Cambridge, MA, USA; Office of Public Health Studies, University of Hawaii, Mānoa, HI, USA
| | - Sara Fewer
- Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Jennifer Furin
- Division of Infectious Diseases & HIV Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Jeremy D Goldhaber-Fiebert
- Centers for Health Policy and Primary Care and Outcomes Research, Stanford University, Stanford, CA, USA
| | - Gabriela B Gomez
- Department of Global Health and Development, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Stephen M Graham
- Department of Tuberculosis and HIV, The International Union Against Tuberculosis and Lung Disease, Paris, France; Department of Paediatrics, Center for International Child Health, University of Melbourne, Melbourne, VIC, Australia; Burnet Institute, Melbourne, VIC, Australia
| | - Devesh Gupta
- Revised National TB Control Program, New Delhi, India
| | - Maureen Kamene
- National Tuberculosis, Leprosy and Lung Disease Program, Ministry of Health, Nairobi, Kenya
| | | | - Eunice W Mailu
- National Tuberculosis, Leprosy and Lung Disease Program, Ministry of Health, Nairobi, Kenya
| | | | - Lorrie McHugh
- Office of the Secretary-General's Special Envoy on Tuberculosis, United Nations, Geneva, Switzerland
| | - Ellen Mitchell
- International Institute of Social Studies, Erasmus University Rotterdam, The Hague, Netherland
| | - Suerie Moon
- Department of Global Health and Population, Harvard University, Cambridge, MA, USA; Global Health Centre, The Graduate Institute Geneva, Geneva, Switzerland
| | | | - Tripti Pande
- McGill International TB Center, McGill University, Montreal, QC, Canada
| | - Lea Prince
- Centers for Health Policy and Primary Care and Outcomes Research, Stanford University, Stanford, CA, USA
| | | | - Raghuram Rao
- Ministry of Health and Family Welfare, New Delhi, India
| | - Michelle Remme
- International Institute for Global Health, United Nations University, Kuala Lumpur, Malaysia
| | - James A Seddon
- Department of Medicine, Imperial College London, London, UK; Faculty of Medicine, Imperial College London, London, UK; Department of Paediatrics and Child Health, Stellenbosch University, Stellenbosch, South Africa
| | - Casey Selwyn
- Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Priya Shete
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | | | - Juan F Vesga
- School of Public Health, Imperial College London, London, UK; Faculty of Medicine, Imperial College London, London, UK
| | | | - Eric P Goosby
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Institute for Global Health Sciences, University of California San Francisco, San Francisco, CA, USA
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