Spatial dynamics across food systems transformation in IFAD investments: a machine learning approach
Author
Abstract
Suggested Citation
DOI: 10.1007/s12571-021-01190-8
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- F. Picchioni & E. Aurino & L. Aleksandrowicz & M. Bruce & S. Chesterman & P. Dominguez-Salas & Z. Gersten & S. Kalamatianou & C. Turner & J. Yates, 2017. "Roads to interdisciplinarity – working at the nexus among food systems, nutrition and health," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(1), pages 181-189, February.
- Liran Einav & Jonathan Levin, 2014.
"The Data Revolution and Economic Analysis,"
Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
- Liran Einav & Jonathan Levin, 2013. "The Data Revolution and Economic Analysis," NBER Chapters, in: Innovation Policy and the Economy, Volume 14, pages 1-24, National Bureau of Economic Research, Inc.
- Liran Einav & Jonathan D. Levin, 2013. "The Data Revolution and Economic Analysis," NBER Working Papers 19035, National Bureau of Economic Research, Inc.
- Liran Einav & Johnathan Levin, 2013. "The Data Revolution and Economic Analysis," Discussion Papers 12-017, Stanford Institute for Economic Policy Research.
- Joe Yates & Swetha Manohar & Shiva Bhandari & Zachary Gersten & Sofia Kalamatianou & Arvin Saleh, 2018. "Building bridges and deconstructing pathways in agriculture, nutrition and health," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(3), pages 689-700, June.
- Hornik, Kurt & Mair, Patrick & Rauch, Johannes & Geiger, Wilhelm & Buchta, Christian & Feinerer, Ingo, 2013. "The textcat Package for n-Gram Based Text Categorization in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i06).
- Mequanint B. Melesse & Marrit Berg & Christophe Béné & Alan Brauw & Inge D. Brouwer, 2020. "Metrics to analyze and improve diets through food Systems in low and Middle Income Countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(5), pages 1085-1105, October.
- Jon Kleinberg & Jens Ludwig & Sendhil Mullainathan & Ziad Obermeyer, 2015. "Prediction Policy Problems," American Economic Review, American Economic Association, vol. 105(5), pages 491-495, May.
- Béné, Christophe & Oosterveer, Peter & Lamotte, Lea & Brouwer, Inge D. & de Haan, Stef & Prager, Steve D. & Talsma, Elise F. & Khoury, Colin K., 2019. "When food systems meet sustainability – Current narratives and implications for actions," World Development, Elsevier, vol. 113(C), pages 116-130.
- Resce, Giuliano & Maynard, Diana, 2018. "What matters most to people around the world? Retrieving Better Life Index priorities on Twitter," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 61-75.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Just Dengerink & Florentine Dirks & Eunice Likoko & Joost Guijt, 2021. "One size doesn’t fit all: regional differences in priorities for food system transformation," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(6), pages 1455-1466, December.
- Similoluwa Felicia Olowo & Abiodun Olusola Omotayo & Ibraheem Oduola Lawal & Adeyemi Oladapo Aremu, 2022. "Improving Rural Livelihood through the Cultivation of Indigenous Fruits and Vegetables: Evidence from Ondo State, Nigeria," Agriculture, MDPI, vol. 12(3), pages 1-20, March.
- Fabi, Carola & Gerits, Hannah & Ospina, Christian A. Mongeau & Cullen, Maximo Torero, 2022. "Food System Summit Country Transformation Pathways: What we learned and what is next?," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322752, Agricultural and Applied Economics Association.
- Ruerd Ruben & Romina Cavatassi & Leslie Lipper & Eric Smaling & Paul Winters, 2021. "Towards food systems transformation—five paradigm shifts for healthy, inclusive and sustainable food systems," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(6), pages 1423-1430, December.
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.- Resce, Giuliano & Vaquero-Piñeiro, Cristina, 2022.
"Predicting agri-food quality across space: A Machine Learning model for the acknowledgment of Geographical Indications,"
Food Policy, Elsevier, vol. 112(C).
- Resce, Giuliano & Vaquero-Pineiro, Cristina, 2022. "Predicting Agri-food Quality across Space: A Machine Learning Model for the Acknowledgment of Geographical Indications," Economics & Statistics Discussion Papers esdp22082, University of Molise, Department of Economics.
- Delogu, Marco & Lagravinese, Raffaele & Paolini, Dimitri & Resce, Giuliano, 2024.
"Predicting dropout from higher education: Evidence from Italy,"
Economic Modelling, Elsevier, vol. 130(C).
- Marco Delogu & Raffaelle Lagravinese & Dimitri Paolini & Giuliano Resce, 2020. "Predicting dropout from higher education: Evidence from Italy," DEM Discussion Paper Series 22-06, Department of Economics at the University of Luxembourg.
- Estelle Fourat & Eric Blanchart & Miriam Cué Rio & Maria J Darias & Arona Diedhiou & Isabelle Droy & Frédéric Jacob & Pierre Janin & Marjorie Le Bars & Alissia Lourme-Ruiz & Insaf Mekki & Philippe Mér, 2024. "Holistic approaches to assess the sustainability of food systems in low- and middle-income countries: a scoping review," Post-Print hal-04662942, HAL.
- Garbero, Alessandra & Carneiro, Bia & Resce, Giuliano, 2021. "Harnessing the power of machine learning analytics to understand food systems dynamics across development projects," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
- Fanzo, Jessica & Haddad, Lawrence & Schneider, Kate R. & Béné, Christophe & Covic, Namukolo M. & Guarin, Alejandro & Herforth, Anna W. & Herrero, Mario & Sumaila, U. Rashid & Aburto, Nancy J. & Amuyun, 2021. "Viewpoint: Rigorous monitoring is necessary to guide food system transformation in the countdown to the 2030 global goals," Food Policy, Elsevier, vol. 104(C).
- Tong Zou & Ayotunde Dawodu & Eugenio Mangi & Ali Cheshmehzangi, 2023. "Exploring Current Trends, Gaps & Challenges in Sustainable Food Systems Studies: The Need of Developing Urban Food Systems Frameworks for Sustainable Cities," Sustainability, MDPI, vol. 15(13), pages 1-32, June.
- Jill Nicholls & Adam Drewnowski, 2021. "Toward Sociocultural Indicators of Sustainable Healthy Diets," Sustainability, MDPI, vol. 13(13), pages 1-9, June.
- Aiello, Francesco & Albanese, Giuseppe & Piselli, Paolo, 2019. "Good value for public money? The case of R&D policy," Journal of Policy Modeling, Elsevier, vol. 41(6), pages 1057-1076.
- Marcel Fafchamps & Julien Labonne, 2017.
"Do Politicians’ Relatives Get Better Jobs? Evidence from Municipal Elections,"
The Journal of Law, Economics, and Organization, Oxford University Press, vol. 33(2), pages 268-300.
- Marcel Fafchamps & Julien Labonne, 2014. "Do Politicians' Relatives Get Better Jobs? Evidence from Municipal Elections," CSAE Working Paper Series 2014-37, Centre for the Study of African Economies, University of Oxford.
- Curci, Ylenia & Mongeau Ospina, Christian A., 2016.
"Investigating biofuels through network analysis,"
Energy Policy, Elsevier, vol. 97(C), pages 60-72.
- Ylenia Curci & Christian Mongeau Ospina, 2016. "Investigating biofuels through network analysis," Post-Print hal-01725383, HAL.
- Naguib, Costanza, 2019. "Estimating the Heterogeneous Impact of the Free Movement of Persons on Relative Wage Mobility," Economics Working Paper Series 1903, University of St. Gallen, School of Economics and Political Science.
- Beulah Pretorius & Jane Ambuko & Effie Papargyropoulou & Hettie C. Schönfeldt, 2021. "Guiding Nutritious Food Choices and Diets along Food Systems," Sustainability, MDPI, vol. 13(17), pages 1-19, August.
- Vogel, Everton & Martinelli, Gabrielli & Artuzo, Felipe Dalzotto, 2021. "Environmental and economic performance of paddy field-based crop-livestock systems in Southern Brazil," Agricultural Systems, Elsevier, vol. 190(C).
- Dengler, Sebastian & Prüfer, Jens, 2021.
"Consumers' privacy choices in the era of big data,"
Games and Economic Behavior, Elsevier, vol. 130(C), pages 499-520.
- Prüfer, Jens & Dengler, Sebastian, 2018. "Consumers' Privacy Choices in the Era of Big Data," Discussion Paper 2018-012, Tilburg University, Center for Economic Research.
- Dengler, Sebastian & Prüfer, Jens, 2018. "Consumers' Privacy Choices in the Era of Big Data," Discussion Paper 2018-014, Tilburg University, Tilburg Law and Economic Center.
- Prüfer, Jens & Dengler, Sebastian, 2018. "Consumers' Privacy Choices in the Era of Big Data," Other publications TiSEM 3fac3011-dc4d-4b81-8f66-3, Tilburg University, School of Economics and Management.
- Dengler, Sebastian & Prüfer, Jens, 2018. "Consumers' Privacy Choices in the Era of Big Data," Other publications TiSEM 809f6834-9e85-4449-b21a-6, Tilburg University, School of Economics and Management.
- Erik Heilmann & Janosch Henze & Heike Wetzel, 2021. "Machine learning in energy forecasts with an application to high frequency electricity consumption data," MAGKS Papers on Economics 202135, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
- Edward L. Glaeser & Scott Duke Kominers & Michael Luca & Nikhil Naik, 2018.
"Big Data And Big Cities: The Promises And Limitations Of Improved Measures Of Urban Life,"
Economic Inquiry, Western Economic Association International, vol. 56(1), pages 114-137, January.
- Edward L. Glaeser & Scott Duke Kominers & Michael Luca & Nikhil Naik, 2015. "Big Data and Big Cities: The Promises and Limitations of Improved Measures of Urban Life," NBER Working Papers 21778, National Bureau of Economic Research, Inc.
- Edward L. Glaeser & Scott Duke Kominers & Michael Luca & Nikhil Naik, 2015. "Big Data and Big Cities: The Promises and Limitations of Improved Measures of Urban Life," Harvard Business School Working Papers 16-065, Harvard Business School.
- Glaeser, Edward L. & Kominers, Scott Duke & Luca, Michael & Naik, Nikhil, 2015. "Big Data and Big Cities: The Promises and Limitations of Improved Measures for Urban Life," Working Paper Series 15-075, Harvard University, John F. Kennedy School of Government.
- Ronja Teschner & Jessica Ruppen & Basil Bornemann & Rony Emmenegger & Lucía Aguirre Sánchez, 2021. "Mapping Sustainable Diets: A Comparison of Sustainability References in Dietary Guidelines of Swiss Food Governance Actors," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
- Tranos, Emmanouil & Incera, Andre Carrascal & Willis, George, 2022. "Using the web to predict regional trade flows: data extraction, modelling, and validation," OSF Preprints 9bu5z, Center for Open Science.
- Abu Taher, Sheikh & Uddin, Md. Kama, 2018. "Use of big data in financial sector of Bangladesh – A review," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190348, International Telecommunications Society (ITS).
- Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
More about this item
Keywords
Food systems; Development agencies; Machine learning; Text mining; Big data; IFAD;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:spr:ssefpa:v:13:y:2021:i:5:d:10.1007_s12571-021-01190-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.