IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v84y2022ics0038012122001859.html
   My bibliography  Save this article

Sampling plan for socioeconomic development indicators in Brazil: practical implications when considering precision and cost

Author

Listed:
  • Santiago, Anderson Ribeiro
  • Zarate do Couto, Hilton Thadeu

Abstract

Socioeconomic development indicators such as Income, Human Development Index, and Gini Index have explained recent deforestation events in Brazil. These indicators, obtained from the demographic census, are expensive and are released every ten years. Despite being costly, they are important descriptors of the phenomenon of deforestation that occurs in one of the most relevant ecosystems in the world, the Brazilian forests. Therefore, the objective in this study was to detect the most representative and the lowest costly sample in order to obtain the referred indicators, from Brazilian municipalities from 2000 to 2010. The sample mean and confidence interval were obtained to be compared with the population average. The mean and confidence interval estimators come from 1,000 resamples according to simple random sampling and stratified random by geographic region. We evaluated the following sample intensities: 10%, 20%, 30%, 40% and 50% of the Brazilian municipalities. The results indicated that: a) 10% of Brazilian municipalities are sufficient to represent Income, HDI and Gini; b) We recommend both random and stratified sampling when selecting the municipalities that will provide the HDI and Gini values, on the contrary, for Income, the indicated sampling is the stratified one. These results show the importance of applied research in sampling and simulation to optimize the survey of demographic data collection, in a situation of budgetary constraint, in countries of vast dimensions such as Brazil. This study can increase understanding of the importance of socioeconomic development indicators to estimating progressive forest loss in Brazil, the country with the largest rainforest in the world.

Suggested Citation

  • Santiago, Anderson Ribeiro & Zarate do Couto, Hilton Thadeu, 2022. "Sampling plan for socioeconomic development indicators in Brazil: practical implications when considering precision and cost," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:soceps:v:84:y:2022:i:c:s0038012122001859
    DOI: 10.1016/j.seps.2022.101390
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012122001859
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2022.101390?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Crespo Cuaresma, Jesús & Heger, Martin, 2019. "Deforestation and economic development: Evidence from national borders," Land Use Policy, Elsevier, vol. 84(C), pages 347-353.
    2. Khan, Syed Abdul Rehman & Zaman, Khalid & Zhang, Yu, 2016. "The relationship between energy-resource depletion, climate change, health resources and the environmental Kuznets curve: Evidence from the panel of selected developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 468-477.
    3. Vítor Miranda, 2015. "A resurgence of black identity in Brazil? Evidence from an analysis of recent censuses," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 32(59), pages 1603-1630.
    4. Lluis Parcerisas & Joan Marull & Joan Pino & Enric Tello & Francesc Coll & Corina Basnou, 2012. "Land use changes, landscape ecology and their socioeconomic driving forces in the Spanish Mediterranean coast (the Maresme County, 1850-2005)," Working Papers in Economics 273, Universitat de Barcelona. Espai de Recerca en Economia.
    5. Stona, Filipe & Morais, Igor A.C. & Triches, Divanildo, 2018. "Economic dynamics during periods of financial stress: Evidences from Brazil," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 130-144.
    6. André Braz Golgher & Lízia De Figueiredo & Roberto Santolin, 2011. "Migration And Economic Growth In Brazil: Empirical Applications Based On The Solow‐Swan Model," The Developing Economies, Institute of Developing Economies, vol. 49(2), pages 148-170, June.
    7. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    8. Nguyen, Canh Phuc & Su, Thanh Dinh, 2021. "Alleviating energy poverty for forest conservation: It seems to work, but what are we missing?," Land Use Policy, Elsevier, vol. 109(C).
    9. Syed Abdul Rehman Khan & Yu Zhang & Anil Kumar & Edmundas Zavadskas & Dalia Streimikiene, 2020. "Measuring the impact of renewable energy, public health expenditure, logistics, and environmental performance on sustainable economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 833-843, July.
    10. Zhang, Kerong & Song, Conghe & Zhang, Yulong & Zhang, Quanfa, 2017. "Natural disasters and economic development drive forest dynamics and transition in China," Forest Policy and Economics, Elsevier, vol. 76(C), pages 56-64.
    11. Eustáquio Reis, 2014. "Spatial income inequality in Brazil, 1872–2000," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 15(2), pages 119-140.
    Full references (including those not matched with items on IDEAS)

    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. Syed Abdul Rehman Khan & Danish Iqbal Godil & Muhammad Umer Quddoos & Zhang Yu & Muhammad Hanif Akhtar & Zijing Liang, 2021. "Investigating the nexus between energy, economic growth, and environmental quality: A road map for the sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 835-846, September.
    2. Nguyen, Canh Phuc & Nguyen, Binh Quang, 2023. "Environmental foe or friend: The influence of the shadow economy on forest land," Land Use Policy, Elsevier, vol. 124(C).
    3. Zhang, Yajun, 2022. "How Economic Performance of OECD economies influences through Green Finance and Renewable Energy Investment Resources?," Resources Policy, Elsevier, vol. 79(C).
    4. Maria Alice Moz-Christofoletti & Paula Carvalho Pereda & Wesley Campanharo, 2022. "Does Decentralized and Voluntary Commitment Reduce Deforestation? The Effects of Programa Municípios Verdes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(1), pages 65-100, May.
    5. Marcela Prokopová & Luca Salvati & Gianluca Egidi & Ondřej Cudlín & Renata Včeláková & Radek Plch & Pavel Cudlín, 2019. "Envisioning Present and Future Land-Use Change under Varying Ecological Regimes and Their Influence on Landscape Stability," Sustainability, MDPI, vol. 11(17), pages 1-24, August.
    6. Abu Elnasr E. Sobaih & Ahmed AlSaif, 2023. "Effects of Parcel Delivery Service on Customer Satisfaction in the Saudi Arabian Logistics Industry: Does the National Culture Make a Difference?," Logistics, MDPI, vol. 7(4), pages 1-15, December.
    7. Bird, Julia & Straub, Stéphane, 2020. "The Brasília experiment: The heterogeneous impact of road access on spatial development in Brazil," World Development, Elsevier, vol. 127(C).
    8. Ruiz-Martinez, I. & Martinetti, D. & Marraccini, E. & Debolini, M., 2022. "Modeling drivers of farming system trajectories in Mediterranean peri-urban regions: Two case studies in Avignon (France) and Pisa (Italy)," Agricultural Systems, Elsevier, vol. 202(C).
    9. Hag Mo Kang & Dae Sung Lee & Soo Im Choi & Sohui Jeon & Chong Kyu Lee & Hyun Kim, 2020. "Problems and Challenges: A Private Forest Purchase Method for National Forest Expansion in South Korea," Sustainability, MDPI, vol. 12(20), pages 1-13, October.
    10. Justyna Wójcik-Leń & Przemysław Leń, 2021. "Evaluation of the Symmetry of Statistical Methods Applied for the Identification of Agricultural Areas," Land, MDPI, vol. 10(7), pages 1-13, June.
    11. Dacinia Crina Petrescu & Florina Bran & Carmen Valentina Radulescu & Ruxandra Malina Petrescu-Mag, 2020. "Green Procurement through Forest Stewardship Council (FSC) Certification in the Private Sector. Perceptions and Willingness to Buy of Private Companies from Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 22(53), pages 1-42, February.
    12. Aslan, Alper & Destek, Mehmet Akif & Okumus, İlyas, 2017. "Sectoral carbon emissions and economic growth in the US: Further evidence from rolling window estimation method," MPRA Paper 106961, University Library of Munich, Germany.
    13. Li, Na & Wu, Di, 2023. "Nexus between natural resource and economic development: How green innovation and financial inclusion create sustainable growth in BRICS region?," Resources Policy, Elsevier, vol. 85(PA).
    14. Lin, Boqiang & Xu, Chongchong, 2024. "Reaping green dividend: The effect of China's urban new energy transition strategy on green economic performance," Energy, Elsevier, vol. 286(C).
    15. Lan-yue, Zhang & Yao, Li & Jing, Zhang & Bing, Luo & Ji-min, He & Shi-huai, Deng & Xin, Huang & ling, Luo & Fei, Shen & Hong, Xiao & Yan-zong, Zhang & Yuan-wei, Li & Li-lin, Wang & Xue-Ping, Yao & Ya-, 2017. "The relationships among energy consumption, economic output and energy intensity of countries at different stage of development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 258-264.
    16. Bao, Junlin & Gao, Shu & Ge, Jianxiong, 2019. "Dynamic land use and its policy in response to environmental and social-economic changes in China: A case study of the Jiangsu coast (1750–2015)," Land Use Policy, Elsevier, vol. 82(C), pages 169-180.
    17. Wilfredo L. Maldonado & Jessica A. Barbosa, 2023. "Determinants of Agricultural Fires: An Aggregative Games Approach," CAMA Working Papers 2023-51, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    18. Dóra Chor & Alexandre Pereira & Antonio G Pacheco & Ricardo V Santos & Maria J M Fonseca & Maria I Schmidt & Bruce B Duncan & Sandhi M Barreto & Estela M L Aquino & José G Mill & Maria delCB Molina & , 2019. "Context-dependence of race self-classification: Results from a highly mixed and unequal middle-income country," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-17, May.
    19. Meng Wang & Vikas Kumar & Ximing Ruan & Mohammed Saad & Jose Arturo Garza-Reyes & Anil Kumar, 2022. "Sustainability concerns on consumers’ attitude towards short food supply chains: an empirical investigation," Operations Management Research, Springer, vol. 15(1), pages 76-92, June.
    20. Hussain Ali Bekhet & Nor Salwati Othman & Tahira Yasmin, 2020. "Interaction Between Environmental Kuznet Curve and Urban Environment Transition Hypotheses in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 384-402.

    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:eee:soceps:v:84:y:2022:i:c:s0038012122001859. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.