IDEAS home Printed from https://ideas.repec.org/a/plo/pmed00/1004000.html
   My bibliography  Save this article

Relationship between the Bolsa Família national cash transfer programme and suicide incidence in Brazil: A quasi-experimental study

Author

Listed:
  • Daiane Borges Machado
  • Elizabeth Williamson
  • Julia M Pescarini
  • Flavia J O Alves
  • Luís F S Castro-de-Araujo
  • Maria Yury Ichihara
  • Laura C Rodrigues
  • Ricardo Araya
  • Vikram Patel
  • Maurício L Barreto

Abstract

Background: Socioeconomic factors have been consistently associated with suicide, and economic recessions are linked to rising suicide rates. However, evidence on the impact of socioeconomic interventions to reduce suicide rates is limited. This study investigates the association of the world’s largest conditional cash transfer programme with suicide rates in a cohort of half of the Brazilian population. Methods and findings: We used data from the 100 Million Brazilian Cohort, covering a 12-year period (2004 to 2015). It comprises socioeconomic and demographic information on 114,008,317 individuals, linked to the “Bolsa Família” programme (BFP) payroll database, and nationwide death registration data. BFP was implemented by the Brazilian government in 2004. We estimated the association of BFP using inverse probability of treatment weighting, estimating the weights for BFP beneficiaries (weight = 1) and nonbeneficiaries by the inverse probability of receiving treatment (weight = E(ps)/(1-E(ps))). We used an average treatment effect on the treated (ATT) estimator and fitted Poisson models to estimate the incidence rate ratios (IRRs) for suicide associated with BFP experience. At the cohort baseline, BFP beneficiaries were younger (median age 27.4 versus 35.4), had higher unemployment rates (56% versus 32%), a lower level of education, resided in rural areas, and experienced worse household conditions. There were 36,742 suicide cases among the 76,532,158 individuals aged 10 years, or older, followed for 489,500,000 person-years at risk. Suicide rates among beneficiaries and nonbeneficiaries were 5.4 (95% CI = 5.32, 5.47, p

Suggested Citation

  • Daiane Borges Machado & Elizabeth Williamson & Julia M Pescarini & Flavia J O Alves & Luís F S Castro-de-Araujo & Maria Yury Ichihara & Laura C Rodrigues & Ricardo Araya & Vikram Patel & Maurício L Ba, 2022. "Relationship between the Bolsa Família national cash transfer programme and suicide incidence in Brazil: A quasi-experimental study," PLOS Medicine, Public Library of Science, vol. 19(5), pages 1-17, May.
  • Handle: RePEc:plo:pmed00:1004000
    DOI: 10.1371/journal.pmed.1004000
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1004000
    Download Restriction: no

    File URL: https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1004000&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pmed.1004000?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Barua, Suborna, 2020. "Understanding Coronanomics: The economic implications of the coronavirus (COVID-19) pandemic," MPRA Paper 99693, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Anthony Kambi Masha & Siphenathi Fihla, 2025. "Alleviation of poverty through entrepreneurship in savings and credit associations – Stokvels – a case study from South Africa," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 7(1), pages 159-173, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Orietta Nicolis & Jean Paul Maidana & Fabian Contreras & Danilo Leal, 2024. "Analyzing the Impact of COVID-19 on Economic Sustainability: A Clustering Approach," Sustainability, MDPI, vol. 16(4), pages 1-30, February.
    2. Sadananda Prusty & Anubha & Saurabh Gupta, 2021. "On the Road to Recovery: The Role of Post-Lockdown Stimulus Package," FIIB Business Review, , vol. 11(2), pages 206-224, June.
    3. Bai, Chenjiang & Duan, Yuejiao & Liu, Congya & Qiu, Leiju, 2022. "International taxation sentiment and COVID-19 crisis," Research in International Business and Finance, Elsevier, vol. 63(C).
    4. Nano Prawoto & Eko Priyo Purnomo & Abitassha Az Zahra, 2020. "The Impacts of Covid-19 Pandemic on Socio-Economic Mobility in Indonesia," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(3), pages 57-71.
    5. Asif Hussain & Francesc Fusté-Forné, 2021. "Post-Pandemic Recovery: A Case of Domestic Tourism in Akaroa (South Island, New Zealand)," World, MDPI, vol. 2(1), pages 1-12, March.
    6. Dusko Ursic & Andrej Smogavc Cestar, 2022. "Crisis Management and CSR in Slovenian Companies: The Impact of the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(5), pages 1-16, February.
    7. Van Le & Bao Khac Quoc Nguyen, 2025. "Is the Fintech Era Making Us Happy?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1391-1409, July.
    8. Arielle Kaim & Tuvia Gering & Amiram Moshaiov & Bruria Adini, 2021. "Deciphering the COVID-19 Health Economic Dilemma (HED): A Scoping Review," IJERPH, MDPI, vol. 18(18), pages 1-13, September.
    9. Eryarsoy, Enes & Kilic, Huseyin Selcuk & Zaim, Selim & Doszhanova, Marzhan, 2022. "Assessing IoT challenges in supply chain: A comparative study before and during- COVID-19 using interval valued neutrosophic analytical hierarchy process," Journal of Business Research, Elsevier, vol. 147(C), pages 108-123.
    10. Hamdy M. Ahmed & Reda A. Elbarkouky & Othman A. M. Omar & Maria Alessandra Ragusa, 2021. "Models for COVID-19 Daily Confirmed Cases in Different Countries," Mathematics, MDPI, vol. 9(6), pages 1-13, March.
    11. Polina Popova & Maria Semenova & Vladimir Sokolov, 2023. "Covid-19 And Retail Depositor Strategies In Russian Regions: Whether To Withdraw And Why?," HSE Working papers WP BRP 92/FE/2023, National Research University Higher School of Economics.
    12. Wang, Yupeng & Shimokawa, Satoru, 2024. "A trade-off between lives and the economy? Subsidizing dining out under the COVID-19 pandemic in Japan," Food Policy, Elsevier, vol. 124(C).
    13. Saeed, Asif & Chaudhry, Sajid M. & Arif, Ahmed & Ahmed, Rizwan, 2023. "Spillover of energy commodities and inflation in G7 plus Chinese economies," Energy Economics, Elsevier, vol. 127(PA).
    14. George Kankam Jnr., 2022. "The Impact of COVID-19 Pandemic on the Competence of Business Managers as Mediation on the Performance of Fast-moving Consumer Goods in Ghana," Marketing and Branding Research, EUROKD, vol. 9(1), pages 1-17.
    15. Sharma, Piyush & Leung, T.Y. & Kingshott, Russel P.J. & Davcik, Nebojsa S. & Cardinali, Silvio, 2020. "Managing uncertainty during a global pandemic: An international business perspective," Journal of Business Research, Elsevier, vol. 116(C), pages 188-192.
    16. Elnahass, Marwa & Trinh, Vu Quang & Li, Teng, 2021. "Global banking stability in the shadow of Covid-19 outbreak," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    17. Amir Junaid Shah & Shahzada Khurram Iqbal & Muhammad Iftikhar & Asmat Tahira Ali & Shumaila Naz & Muhammad Naeem Shaukat & Syeda Khalida & Muhammad Waqas Ahmad & Naghma Parveen, 2022. "Critical Analysis Of The Economic Effect Of Covid-19 On Sports Industry: A Comprehensive View Of Pakistani Sports Goods," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 11(1), pages 243-246.
    18. Arturas Kaklauskas & Edmundas Kazimieras Zavadskas & Natalija Lepkova & Saulius Raslanas & Kestutis Dauksys & Ingrida Vetloviene & Ieva Ubarte, 2021. "Sustainable Construction Investment, Real Estate Development, and COVID-19: A Review of Literature in the Field," Sustainability, MDPI, vol. 13(13), pages 1-42, July.
    19. Carlos-María Alcover & Sergio Salgado & Gabriela Nazar & Raúl Ramírez-Vielma & Carolina González-Suhr, 2022. "Job Insecurity, Financial Threat, and Mental Health in the COVID-19 Context: The Moderating Role of the Support Network," SAGE Open, , vol. 12(3), pages 21582440221, September.
    20. Xinxiong Wu & Chen Chen Yong & Su Teng Lee, 2022. "Addressing the COVID-19 Shock: The Potential Job Creation in China by the RCEP," IJERPH, MDPI, vol. 19(23), pages 1-15, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pmed00:1004000. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosmedicine (email available below). General contact details of provider: https://journals.plos.org/plosmedicine/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.