Spatial and Machine Learning Approach to Model Childhood Stunting in Pakistan: Role of Socio-Economic and Environmental Factors
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Manuel Llorca-Jaña & Diego Barría Traverso & Diego del Barrio Vásquez & Javier Rivas, 2021. "Malnutrition Rates in Chile from the Nitrate Era to the 1990s," IJERPH, MDPI, vol. 18(24), pages 1-17, December.
- Aireen Grace Andal, 2022. "Situating children’s lives in coastal cities: Prospects and challenges in urban planning in five Southeast Asian cities," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 279-292, April.
- Katarzyna Kopczewska, 2022.
"Spatial machine learning: new opportunities for regional science,"
The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 713-755, June.
- Katarzyna Kopczewska, 2021. "Spatial Machine Learning – New Opportunities for Regional Science," Working Papers 2021-16, Faculty of Economic Sciences, University of Warsaw.
- Anita Rath, 2022. "Urban poverty and vulnerability in global South: An alternative multidimensional framework for measurement and targeting," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 376-395, April.
- Muhammad Shahid & Waqar Ameer & Najma Iqbal Malik & Muhammad Babar Alam & Farooq Ahmed & Madeeha Gohar Qureshi & Huiping Zhao & Juan Yang & Sidra Zia, 2022. "Distance to Healthcare Facility and Lady Health Workers’ Visits Reduce Malnutrition in under Five Children: A Case Study of a Disadvantaged Rural District in Pakistan," IJERPH, MDPI, vol. 19(13), pages 1-13, July.
- Subhojit Shaw & Junaid Khan & Balram Paswan, 2020. "Spatial modeling of child malnutrition attributable to drought in India," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(3), pages 281-290, April.
- Jenny Doorn & Peter Verhoef & Tammo Bijmolt, 2007. "The importance of non-linear relationships between attitude and behaviour in policy research," Journal of Consumer Policy, Springer, vol. 30(2), pages 75-90, June.
- Laishram Ladusingh & Manoj Alagarajan & Konsam Dinachandra Singh, 2015. "What Explains Child Malnutrition of Indigenous People of Northeast India?," Working Papers id:7539, eSocialSciences.
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.- Hernández-Pizarro, Helena M. & Nicodemo, Catia & Casasnovas, Guillem López, 2020.
"Discontinuous system of allowances: The response of prosocial health-care professionals,"
Journal of Public Economics, Elsevier, vol. 190(C).
- Hernandez-Pizarro, Helena & Nicodemo, Catia & Casasnovas, Guillem López, 2020. "Discontinuous System of Allowances: The Response of Prosocial Health-Care Professionals," IZA Discussion Papers 13758, Institute of Labor Economics (IZA).
- Singh, Prakarsh & Masters, William A., 2017.
"Impact of caregiver incentives on child health: Evidence from an experiment with Anganwadi workers in India,"
Journal of Health Economics, Elsevier, vol. 55(C), pages 219-231.
- Singh, Prakarsh & Masters, William A., 2016. "Impact of Caregiver Incentives on Child Health: Evidence from an Experiment with Anganwadi Workers in India," IZA Discussion Papers 10083, Institute of Labor Economics (IZA).
- William A. Masters & Prakarsh Singh, 2016. "Impact of caregiver incentives on child health: Evidence from an experiment with Anganwadi workers in India," Discussion Papers Series, Department of Economics, Tufts University 0818, Department of Economics, Tufts University.
- Prakarsh Singh & William A. Masters, 2016. "Impact of caregiver incentives on child health: evidence from an experiment with Anganwadi workers in India," NCID Working Papers 01/2016, Navarra Center for International Development, University of Navarra.
- William A. Masters & Prakarsh Singh, 2016. "Impact of Caregiver Incentives on Child Health: Evidence from an Experiment with Anganwadi Workers in India," Working Papers id:11258, eSocialSciences.
- Issa, Helmi & Jaber, Jad & Lakkis, Hussein, 2024. "Navigating AI unpredictability: Exploring technostress in AI-powered healthcare systems," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
- Verhoef, Peter C. & Venkatesan, Rajkumar & McAlister, Leigh & Malthouse, Edward C. & Krafft, Manfred & Ganesan, Shankar, 2010. "CRM in Data-Rich Multichannel Retailing Environments: A Review and Future Research Directions," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 121-137.
- Dalal Saad ALShaer & Allam Hamdan & Anjum Razzaque, 2020. "Social Media Enhances Consumer Behaviour During e-Transactions: An Empirical Evidence from Bahrain," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 19(01), pages 1-23, March.
- Ricalde, Ruby Grace J. & Libranza, Alexander Ken P. & Alviola, Pedro A. & SArmiento, Jon Marx P. & Obsioma, Virgina P. & Limpoco, Marie Analiz April A. & Laorden, Nikko L., 2018. "Diet Constraints of Indigenous Children in Conflict and Non-conflict Areas of Davao del Norte, Philippines," Journal of Economics, Management & Agricultural Development, Journal of Economics, Management & Agricultural Development (JEMAD), vol. 4(1), June.
- Rodrigo García Arancibia & Pamela Llop & Mariel Lovatto, 2023. "Nonparametric prediction for univariate spatial data: Methods and applications," Papers in Regional Science, Wiley Blackwell, vol. 102(3), pages 635-672, June.
- Demoulin, Nathalie T.M. & Zidda, Pietro, 2009.
"Drivers of Customers’ Adoption and Adoption Timing of a New Loyalty Card in the Grocery Retail Market,"
Journal of Retailing, Elsevier, vol. 85(3), pages 391-405.
- N. Demoulin & P. Zidda, 2009. "Drivers of customers' adoption and adoption timing of a new loyalty card in the grocery retail market," Post-Print halshs-00487326, HAL.
- Rolf Bergs & Rüdiger Budde, 2022. "The potential of small-scale spatial data in regional science," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 42(2), pages 97-110, August.
- Nikhashemi, S.R. & Jebarajakirthy, Charles & Nusair, Khaldoon, 2019. "Uncovering the roles of retail brand experience and brand love in the apparel industry: Non-linear structural equation modelling approach," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 122-135.
- Edward Simpson & David Bradley & John Palfreyman & Roger White, 2022. "Sustainable Society: Wellbeing and Technology—3 Case Studies in Decision Making," Sustainability, MDPI, vol. 14(20), pages 1-30, October.
- Mark Speece & Ali Aljamal & Mohsen Bagnied, 2024. "Segments of Environmental Concern in Kuwait," Sustainability, MDPI, vol. 16(16), pages 1-19, August.
- Van Doorn, Jenny & Verhoef, Peter C., 2015. "Drivers of and Barriers to Organic Purchase Behavior," Journal of Retailing, Elsevier, vol. 91(3), pages 436-450.
- Pradeep Kumar & Harshal Sonekar & Adrita Banerjee & Nuzrath Jahan, 2021. "A Multilevel Analysis of Factors Associated with Malnutrition among Tribal Children in India: Evidence from National Family Health Survey 2015-16," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(4), pages 1547-1569, August.
- Sauer, Jeffery & Berrang-Ford, Lea & Patterson, Kaitlin & Donnelly, Blanaid & Lwasa, Shuaib & Namanya, Didas & Zavaleta, Carol & Ford, James & Harper, Sherilee, 2018. "An analysis of the nutrition status of neighboring Indigenous and non-Indigenous populations in Kanungu District, southwestern Uganda: Close proximity, distant health realities," Social Science & Medicine, Elsevier, vol. 217(C), pages 55-64.
- Metz-Peeters, Maike, 2023. "The Effects of Mandatory Speed Limits on Crash Frequency - A Causal Machine Learning Approach," Ruhr Economic Papers 982, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, revised 2023.
- Fiifi Amoako Johnson, 2022. "Spatiotemporal clustering and correlates of childhood stunting in Ghana: Analysis of the fixed and nonlinear associative effects of socio-demographic and socio-ecological factors," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-22, February.
- Alessia Benevento & Fabrizio Durante, 2023. "Wasserstein Dissimilarity for Copula-Based Clustering of Time Series with Spatial Information," Mathematics, MDPI, vol. 12(1), pages 1-15, December.
- N. Brahmanandam & R. Nagarajan & Srinivas Goli, 2021. "Change in Household Environment Condition in India: Evidence From Panel Data," SAGE Open, , vol. 11(4), pages 21582440211, October.
More about this item
Keywords
child malnutrition; climate vulnerability; multi-dimensional poverty; spatial regression; spatial clustering;All these keywords.
Statistics
Access and download statisticsCorrections
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:gam:jijerp:v:19:y:2022:i:17:p:10967-:d:904999. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.