Original Articles

Prioritizing the tuberculosis burden by the analytic hierarchy process for effective targeted intervention

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Published: 15 June 2026
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Tuberculosis (TB) remains a major public health concern in India, with an estimated 2.69 million cases annually. This study aimed to identify priority TB burden groups in Mysuru District using the Analytic Hierarchy Process (AHP) to support targeted interventions. A retrospective cross-sectional analysis was conducted using 8,459 TB case records reported between 2017 and 2019. Urban areas accounted for most cases (64.8%), with Mysuru City alone contributing 36.5%. Integrating AHP with Geographic Information Systems (GIS), a secondary surveillance approach was used to prioritize high-risk populations and geographic zones. Type of resi- dence, gender, age group, and co-morbidities were selected as key risk criteria based on epidemiological evidence and expert judgement. Relative weights were derived through pair-wise comparisons, with consistency verified using Consistency Ratio (CR), a metric used in the AHP to measure how logically consistent a decision-maker's subjective judgments are when comparing pairs of items. Rankings were assigned based on the highest (4) and lowest (1) proportional burden. The analysis identified urban males aged 40- 59 and 20-39 years as the highest-risk groups, classified as “very high” priority, followed by urban females aged 20-39 years and elderly males as “high” priority. Younger and older age groups constituted moderate to low-risk categories. The findings highlight a disproportionately higher TB burden among urban, male, and working-age populations and demonstrate the utility of AHP in guiding targeted, evidence-based TB control strategies used.

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AffairsCloud.com. 2024. WHO report: India records 17.7% decline in TB incidence from 2015 to 2023. Affairs Cloud. Accessed 2024 Nov 14. Available from: https://affairscloud.com/who-report-india-records-17-7-decline-in-tb-incidence-from-2015-to-2023/
Ahirwar G, Bhatia M, Pandey V, Mitra B, Sharma Y, Rai V, 2025. Estimate of TB incidence and a critical analysis of programmatic data of TB score from Sub-national Certification Survey of district Niwari, M.P., India. J Fam Med Prim Care 14:2997–3002.
Al-Hgaish AM, Atan R, Yaakob R, Osman MH, 2025. A robust prioritization framework of data quality dimensions to improve ML-driven healthcare systems using AHP and sensitivity analysis. IEEE Access 1–1.
Bullock HL, Lavis JN, Wilson MG, Mulvale G, Miatello A. 2021. Understanding the implementation of evidence-informed policies and practices from a policy perspective: a critical interpretive synthesis. Implement Sci 16:18.
Chen Z, Wang T, Du J, Sun L, Wang G, Ni R, An Y, Fan X, Li Y, 6 , Guo R, Mao L, Jing W, Shi K, Cheng J, Wang Q, Nie W, Liu H, Liang J, Gong W. 2025. Decoding the WHO Global Tuberculosis Report 2024: A critical analysis of global and Chinese key data. Zoonoses 5:1.
Ciccacci F, Welu B, Ndoi H, Mosconi C, De Santo C, Carestia M, Doro Altan AM, Murungi J, Muthuri K, Cicala M, Guidotti G, Orlando S. 2024. Exploring disease burden in HIV population: Results from the CHAO (Comorbidities in HIV/AIDS Outpatients) cross-sectional study in Kenya. Glob Epidemiol 8:100174.
Corvin JA, Chan I, Aguado Loi CX, Dollman I, Gonzales J. 2021. Analytic hierarchy process: an innovative technique for culturally tailoring evidence-based interventions to reduce health disparities. Health Expect 24:S70–S81.
George CE, Norman G, Wadugodapitya A, Rao SV, Nalige S, Radhakrishnan V, Behar S, de Witte L. 2019. Health issues in a Bangalore slum: findings from a household survey using a mobile screening toolkit in Devarajeevanahalli. BMC Public Health 19:456.
Hashemian M, Ghardashi F, Izadi AR, Akbarzadeh R. 2019. Prioritizing the health education needs based on community participation: AHP method. J Educ Health Promot 8:127.
Jain N, Jain M, Chaturvedi A, Jain NK. 2024. Stockout of anti-TB drugs: Are we going to lose the gains achieved in year 2022–2023? Lung India 41:333–334.
Kanmani S, Bincy K, Logaraj M. 2024. Assessing the social burden of tuberculosis and trends in TB targets: a focus on sustainable development goals. Clin Epidemiol Glob Health 26:101554.
Khedkar D, Chitnis U, Bhawalkar J, Mamulwar M. 2014. Revised national tuberculosis control program: evolution, achievements, and challenges. Med J Dr D Y Patil Univ 7:5.
Maas A, Cenko E, Vaccarino V, Göttgens I, Bergami M, Manfrini O, Badimon L, Mendieta G, Oertelt-Prigione S, Vasiljevic-Pokracic Z, Dorobantu M, Vavlukis M, Merkely B, Gulati M, Bugiardini R. 2025. Changing clinical perspectives on sex and healthcare disparities in ischaemic heart disease. Lancet Reg Health Eur 56:101370.
Manjunatha MC, Basavarajappa HT. 2017. Geomatics technique on climate change and its impact on groundwater table fluctuation in Mysuru district, Karnataka State, India. J Environ Sci Comput Sci Eng Technol 6:404–420.
Manjunatha MC, Madhu B, Rekha S, Veena Murthy N, Veeresh SJ, Smitha MC, et al. 2025. Evaluation of landfill sites as per Mysuru–Nanjangud Master Plan (2031) using weighted overlay method in GIS platform. Int J Geoinformatics 21:53–66.
Meundi AD, Richardus JH. 2025. “I consulted so many doctors”: the journey of tuberculosis patients in Bengaluru, India, from first symptoms to diagnosis. BMC Health Serv Res 25:397.
Mohammadnabi N, Shamseddin J, Emadi M, Bodaghi AB, Varseh M, Shariati A, Rezaei M, Dastranj M, Farahani A, 2024. Mycobacterium tuberculosis: the mechanism of pathogenicity, immune responses, and diagnostic challenges. J Clin Lab Anal 38:e25122.
Mysore District Population Census 2011 - 2021 - 2025, Karnataka literacy sex ratio and density. Census2011.co.in. Available from: https://www.census2011.co.in/census/district/263-mysore.html
National Centre for Infectious Diseases. 2025. Latent and active tuberculosis: what is the difference. NCID. Available from: https://www.ncid.sg/Health-Professionals/Articles/Pages/Latent-and-Active-Tuberculosis,-What-Is-the-Difference.aspx
Press Information Bureau. 2025. Press release. PIB. Available from: https://www.pib.gov.in/PressReleseDetailm.aspx?PRID=2003225
Rakshitha NR, Talluri KRR, Sumana K. 2021. Detection of tuberculosis hotspots using spatial interpolation method in Mysuru district, Karnataka. J Appl Biol Biotechnol 9:124-30.
Saaty TL. 2021. Analytic hierarchy process (AHP). In: A handbook on multi-attribute decision-making methods. Wiley. p. 25–42.
Shah H, Patel J, Rai S, Sen A. 2025. Advancing tuberculosis elimination in India: A qualitative review of current strategies and areas for improvement in tuberculosis preventive treatment. IJID Reg 14:100556.
Sheela RM, Dhanasekar S. 2024. Analyzing risk factors of tuberculosis using type-2 interval-valued trapezoidal fuzzy numbers with Einstein aggregation operators extended to MCDM. Heliyon 10:e35997.
Srinivas V, Patil RT, Chandrakantha M, Prasad TLN, Khaparde SD. 2019. Uptake of HIV testing and HIV prevalence among men who have sex with men in Karnataka. Int J Community Med Public Health 6:668.
Tun KH, Hong SA. 2020. Patterns of tobacco and alcohol misuse among presumptive TB patients in Myanmar: prevalence and sociodemographic associations. Nagoya J Med Sci 82:685–95.
Verkuijl S, Bastard M, Brands A, Viney K, Masini T, Mavhunga F, Floyd K, Kasaeva T. 2024. Global reporting on TB in children and adolescents: how far have we come and what remains to be done? IJTLD Open 1:3–6.
World Health Organization. 2025. Tuberculosis. WHO. Available from: https://www.who.int/health-topics/tuberculosis
Zumla A, Sahu S, Ditiu L, Singh U, Park YJ, Yeboah-Manu D, Osei-Wusu S, Asogun D, Nyasulu P, Tembo J, Kapata N, Alyaqoubi F, Maani AA, Blumberg L, Zumla A, Ahmed R, Go U, Hui DS, Goletti D, Petersen E. 2025. Inequities underlie the alarming resurgence of tuberculosis as the world’s top cause of death from an infectious disease. IJID Reg 14:100587.

How to Cite



Prioritizing the tuberculosis burden by the analytic hierarchy process for effective targeted intervention. (2026). Geospatial Health, 21(1). https://doi.org/10.4081/gh.2026.1454