IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v11y2021i5p462-d557577.html
   My bibliography  Save this article

Evaluating the Impacts of Smallholder Farmer’s Participation in Modern Agricultural Value Chain Tactics for Facilitating Poverty Alleviation—A Case Study of Kiwifruit Industry in Shaanxi, China

Author

Listed:
  • Hongyu Wang

    (College of Economics & Management, Northwest A&F University, Yangling 712100, China
    The Sixth Industry Research Institute, Northwest A&F University, Yangling 712100, China)

  • Xiaolei Wang

    (College of Information Science and Engineering, Shandong Agricultural University, Tai’an 271018, China)

  • Apurbo Sarkar

    (College of Economics & Management, Northwest A&F University, Yangling 712100, China)

  • Lu Qian

    (College of Economics & Management, Northwest A&F University, Yangling 712100, China)

Abstract

Market-based initiatives like agriculture value chain (AVC) are becoming progressively pervasive to support smallholder rural farmers and assist them in entering larger market interventions and providing a pathway of enhancing their socioeconomic well-being. Moreover, it may also foster staggering effects towards the post-era poverty alleviation in rural areas and possessed a significant theoretical and practical influence for modern agricultural development. The prime objective of the study is to explore the effects of smallholder farmers’ participation in the agricultural value chain for availing rural development and poverty alleviation. Specifically, we have crafted the assessment employing pre-production (improved fertilizers usage), in-production (modern preservation technology), and post-production (supply chain) participation and interventions of smallholder farmers. The empirical data has been collected from a micro survey dataset of 623 kiwifruit farmers from July to September in Shaanxi, China. We have employed propensity score matching (PSM), probit, and OLS models to explore the multidimensional poverty reduction impact and heterogeneity of farmers’ participation in the agricultural value chain. The results show that the total number of poor farmers who have experienced one-dimensional and two-dimensional poverty is relatively high (66.3%). We also find that farmers’ participation in agricultural value chain activities has a significant poverty reduction effect. The multidimensional poverty level of farmers using improved fertilizer, organizational acquisition, and using storage technology (compared with non-participating farmers) decreased by 30.1%, 46.5%, and 25.0%, respectively. The multidimensional poverty reduction degree of male farmers using improved fertilizer and participating in the organizational acquisition is greater than that of women. The multidimensional poverty reduction degree of female farmers using storage and fresh-keeping technology has a greater impact than the males using storage and improved storage technology. Government should widely promote the value chain in the form of pre-harvest, production, and post-harvest technology. The public–private partnership should also be strengthened for availing innovative technologies and infrastructure development.

Suggested Citation

  • Hongyu Wang & Xiaolei Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluating the Impacts of Smallholder Farmer’s Participation in Modern Agricultural Value Chain Tactics for Facilitating Poverty Alleviation—A Case Study of Kiwifruit Industry in Shaanxi, China," Agriculture, MDPI, vol. 11(5), pages 1-19, May.
  • Handle: RePEc:gam:jagris:v:11:y:2021:i:5:p:462-:d:557577
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/11/5/462/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/11/5/462/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:oup:apecpp:v:37:y:2015:i:1:p:86-106 is not listed on IDEAS
    2. Van den Broeck, Goedele & Swinnen, Johan & Maertens, Miet, 2017. "Global value chains, large-scale farming, and poverty: Long-term effects in Senegal," Food Policy, Elsevier, vol. 66(C), pages 97-107.
    3. Longyi Xue & Mark Y. Wang & Tao Xue, 2013. "‘Voluntary’ Poverty Alleviation Resettlement in China," Development and Change, International Institute of Social Studies, vol. 44(5), pages 1159-1180, September.
    4. Vighneswara Swamy & Dharani M, 2016. "Analyzing the agricultural value chain financing: approaches and tools in India," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 211-232, July.
    5. Monastyrnaya, Elena & Le Bris, Gwenola Yannou & Yannou, Bernard & Petit, Gaelle, 2017. "A template for sustainable food value chains," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 20(4), March.
    6. Stefan Dercon, 2009. "Rural Poverty: Old Challenges in New Contexts," The World Bank Research Observer, World Bank, vol. 24(1), pages 1-28, April.
    7. Ito, Junichi & Bao, Zongshun & Su, Qun, 2012. "Distributional effects of agricultural cooperatives in China: Exclusion of smallholders and potential gains on participation," Food Policy, Elsevier, vol. 37(6), pages 700-709.
    8. Gathala, Mahesh K. & Laing, Alison M. & Tiwari, Thakur P. & Timsina, Jagadish & Rola-Rubzen, Fay & Islam, Saiful & Maharjan, Sofina & Brown, Peter R. & Das, Kalyan K. & Pradhan, Kausik & Chowdhury, Ap, 2021. "Improving smallholder farmers’ gross margins and labor-use efficiency across a range of cropping systems in the Eastern Gangetic Plains," World Development, Elsevier, vol. 138(C).
    9. Henry Jordaan & Bennie Grové & Gerhard R. Backeberg, 2014. "Conceptual framework for value chain analysis for poverty alleviation among smallholder farmers," Agrekon, Taylor & Francis Journals, vol. 53(1), pages 1-25, March.
    10. Monastyrnaya Elena & Gwenola Yannou-Le Bris & Bernard Yannou & Gaelle Petit, 2017. "A template for sustainable food value chains," Post-Print hal-01536402, HAL.
    11. Ravnborg, Helle Munk & Gómez, Ligia Ivette, 2015. "Poverty Reduction Through Dispossession: The Milk Boom and the Return of the Elite in Santo Tomás, Nicaragua," World Development, Elsevier, vol. 73(C), pages 118-128.
    12. Ellen Verhofstadt & Miet Maertens, 2015. "Can Agricultural Cooperatives Reduce Poverty? Heterogeneous Impact of Cooperative Membership on Farmers' Welfare in Rwanda," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 37(1), pages 86-106.
    13. Hussein, K. & Suttie, D., 2016. "IFAD RESEARCH SERIES 5 - Rural-urban linkages and food systems in sub-Saharan Africa: the rural dimension," IFAD Research Series 280043, International Fund for Agricultural Development (IFAD).
    14. Mangi Lal Jat & Debashis Chakraborty & Jagdish Kumar Ladha & Dharamvir Singh Rana & Mahesh Kumar Gathala & Andrew McDonald & Bruno Gerard, 2020. "Conservation agriculture for sustainable intensification in South Asia," Nature Sustainability, Nature, vol. 3(4), pages 336-343, April.
    15. Zhou, Yang & Guo, Liying & Liu, Yansui, 2019. "Land consolidation boosting poverty alleviation in China: Theory and practice," Land Use Policy, Elsevier, vol. 82(C), pages 339-348.
    16. Rashid, Shahidur & Tefera, Nigussie & Minot, Nicholas & Ayele, Gezahegn, 2013. "Fertilizer in Ethiopia: An assessment of policies, value chain, and profitability:," IFPRI discussion papers 1304, International Food Policy Research Institute (IFPRI).
    17. Wolfgang Johann von Loeper & James Blignaut & Scott Drimie, 2018. "The Struggles of Smallholder Farmers: A Cause of Modern Agricultural Value Chains in South Africa," Chapters, in: Gokhan Egilmez (ed.), Agricultural Value Chain, IntechOpen.
    18. Zhang, Huiming & Xu, Zhidong & Sun, Chuanwang & Elahi, Ehsan, 2018. "Targeted poverty alleviation using photovoltaic power: Review of Chinese policies," Energy Policy, Elsevier, vol. 120(C), pages 550-558.
    19. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    20. Johan Swinnen & Anneleen Vandeplas, 2014. "Price Transmission and Market Power in Modern Agricultural Value Chains," LICOS Discussion Papers 34714, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    21. Ceballos, Francisco & Kannan, Samyuktha & Kramer, Berber, 2020. "Impacts of a national lockdown on smallholder farmers’ income and food security: Empirical evidence from two states in India," World Development, Elsevier, vol. 136(C).
    22. Smith, Lisa C. & Frankenberger, Timothy R., 2018. "Does Resilience Capacity Reduce the Negative Impact of Shocks on Household Food Security? Evidence from the 2014 Floods in Northern Bangladesh," World Development, Elsevier, vol. 102(C), pages 358-376.
    23. Xavier Irz & Lin Lin & Colin Thirtle & Steve Wiggins, 2001. "Agricultural Productivity Growth and Poverty Alleviation," Development Policy Review, Overseas Development Institute, vol. 19(4), pages 449-466, December.
    24. Namara, Regassa E. & Hanjra, Munir A. & Castillo, Gina E. & Ravnborg, Helle Munk & Smith, Lawrence & Van Koppen, Barbara, 2010. "Agricultural water management and poverty linkages," Agricultural Water Management, Elsevier, vol. 97(4), pages 520-527, April.
    25. Ola, Oreoluwa & Menapace, Luisa, 2020. "Smallholders' perceptions and preferences for market attributes promoting sustained participation in modern agricultural value chains," Food Policy, Elsevier, vol. 97(C).
    26. Pramod K Singh & Harpalsinh Chudasama, 2020. "Evaluating poverty alleviation strategies in a developing country," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-23, January.
    27. Rutherford, Diana Duff & Burke, Holly M. & Cheung, Kelly K. & Field, Samuel H., 2016. "Impact of an Agricultural Value Chain Project on Smallholder Farmers, Households, and Children in Liberia," World Development, Elsevier, vol. 83(C), pages 70-83.
    28. Kolavalli, Shashidhara & Mensah-Bonsu, Akwasi & Zaman, Saima, 2015. "Agricultural value chain development in practice: Private sector-led smallholder development:," IFPRI discussion papers 1460, International Food Policy Research Institute (IFPRI).
    29. Westermann, Olaf & Förch, Wiebke & Thornton, Philip & Körner, Jana & Cramer, Laura & Campbell, Bruce, 2018. "Scaling up agricultural interventions: Case studies of climate-smart agriculture," Agricultural Systems, Elsevier, vol. 165(C), pages 283-293.
    30. Montalbano, P. & Pietrelli, R. & Salvatici, L., 2018. "Participation in the market chain and food security: The case of the Ugandan maize farmers," Food Policy, Elsevier, vol. 76(C), pages 81-98.
    31. Yansui Liu & Yuanzhi Guo & Yang Zhou, 2018. "Poverty alleviation in rural China: policy changes, future challenges and policy implications," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 241-259, May.
    32. Schouten, Greetje & Bitzer, Verena, 2015. "The emergence of Southern standards in agricultural value chains: A new trend in sustainability governance?," Ecological Economics, Elsevier, vol. 120(C), pages 175-184.
    33. Barnett, Barry J. & Barrett, Christopher B. & Skees, Jerry R., 2008. "Poverty Traps and Index-Based Risk Transfer Products," World Development, Elsevier, vol. 36(10), pages 1766-1785, October.
    34. Kevin Z Chen & Pramod K Joshi & Enjiang Cheng & Pratap S Birthal, 2015. "Innovations in financing of agri-food value chains in China and India," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 7(4), pages 616-640, November.
    35. Kim S. Alexander & Garry Greenhalgh & Magnus Moglia & Manithaythip Thephavanh & Phonevilay Sinavong & Silva Larson & Tom Jovanovic & Peter Case, 2020. "What is technology adoption? Exploring the agricultural research value chain for smallholder farmers in Lao PDR," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 37(1), pages 17-32, March.
    36. Maestre, Mar & Poole, Nigel & Henson, Spencer, 2017. "Assessing food value chain pathways, linkages and impacts for better nutrition of vulnerable groups," Food Policy, Elsevier, vol. 68(C), pages 31-39.
    37. Yang, Dan & Liu, Zimin, 2012. "Does farmer economic organization and agricultural specialization improve rural income? Evidence from China," Economic Modelling, Elsevier, vol. 29(3), pages 990-993.
    38. Muflikh, Yanti Nuraeni & Smith, Carl & Aziz, Ammar Abdul, 2021. "A systematic review of the contribution of system dynamics to value chain analysis in agricultural development," Agricultural Systems, Elsevier, vol. 189(C).
    39. Lenis Saweda O. Liverpool-Tasie & Ayala Wineman & Sarah Young & Justice Tambo & Carolina Vargas & Thomas Reardon & Guigonan Serge Adjognon & Jaron Porciello & Nasra Gathoni & Livia Bizikova & Alessand, 2020. "A scoping review of market links between value chain actors and small-scale producers in developing regions," Nature Sustainability, Nature, vol. 3(10), pages 799-808, October.
    40. Joshua Aboah & Mark M.J. Wilson & Kathryn Bicknell & Karl M. Rich, 2021. "Identifying the precursors of vulnerability in agricultural value chains: A system dynamics approach," International Journal of Production Research, Taylor & Francis Journals, vol. 59(3), pages 683-701, February.
    41. Chengappa, PG, 2018. "Development of agriculture value chains as a strategy for enhancing farmers’ income," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 31(Conferenc).
    42. Trienekens, Jacques H., 2011. "Agricultural Value Chains in Developing Countries A Framework for Analysis," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 14(2), pages 1-32, May.
    43. Pereira, Diogo Santos & Marques, António Cardoso & Fuinhas, José Alberto, 2019. "Are renewables affecting income distribution and increasing the risk of household poverty?," Energy, Elsevier, vol. 170(C), pages 791-803.
    44. Ryan Vroegindewey & Jennifer Hodbod, 2018. "Resilience of Agricultural Value Chains in Developing Country Contexts: A Framework and Assessment Approach," Sustainability, MDPI, vol. 10(4), pages 1-18, March.
    45. Neil M. Coe, 2014. "Missing links: Logistics, governance and upgrading in a shifting global economy," Review of International Political Economy, Taylor & Francis Journals, vol. 21(1), pages 224-256, February.
    46. Jean Balié & Davide Del Prete & Emiliano Magrini & Pierluigi Montalbano & Silvia Nenci, 2019. "Does Trade Policy Impact Food and Agriculture Global Value Chain Participation of Sub-Saharan African Countries?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 773-789.
    47. Helder Zavale & Greenwell Matchaya & Delfim Vilissa & Charles Nhemachena & Sibusiso Nhlengethwa & Duque Wilson, 2020. "Dynamics of the Fertilizer Value Chain in Mozambique," Sustainability, MDPI, vol. 12(11), pages 1-18, June.
    48. Tschakert, Petra, 2007. "Environmental services and poverty reduction: Options for smallholders in the Sahel," Agricultural Systems, Elsevier, vol. 94(1), pages 75-86, April.
    49. Hongyu Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluations of the Roles of Organizational Support, Organizational Norms and Organizational Learning for Adopting Environmentally Friendly Technologies: A Case of Kiwifruit Farmers’ Cooperatives of Me," Land, MDPI, vol. 10(3), pages 1-23, March.
    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. Giuseppe Timpanaro, 2023. "Agricultural Food Marketing, Economics and Policies," Agriculture, MDPI, vol. 13(4), pages 1-9, March.
    2. Wen Li & Chenying Liu & Qizhi Yang & Yulan You & Zhihang Zhuo & Xiaolin Zuo, 2023. "Factors Influencing Farmers’ Vertical Collaboration in the Agri-Chain Guided by Leading Enterprises: A Study of the Table Grape Industry in China," Agriculture, MDPI, vol. 13(10), pages 1-14, September.
    3. Yanqi Xie & Apurbo Sarkar & Md. Shakhawat Hossain & Ahmed Khairul Hasan & Xianli Xia, 2021. "Determinants of Farmers’ Confidence in Agricultural Production Recovery during the Early Phases of the COVID-19 Pandemic in China," Agriculture, MDPI, vol. 11(11), pages 1-22, October.
    4. Zhang, Daojun & Yang, Wanjing & Kang, Dingrong & Zhang, Han, 2023. "Spatial-temporal characteristics and policy implication for non-grain production of cultivated land in Guanzhong Region," Land Use Policy, Elsevier, vol. 125(C).
    5. Xiuling Ding & Qian Lu & Lipeng Li & Apurbo Sarkar & Hua Li, 2023. "Does Labor Transfer Improve Farmers’ Willingness to Withdraw from Farming?—A Bivariate Probit Modeling Approach," Land, MDPI, vol. 12(8), pages 1-27, August.
    6. Rong Ran & Lei Hua & Tingrou Li & Yejing Chen & Junfu Xiao, 2023. "Why Have China’s Poverty Eradication Policy Resulted in the Decline of Arable Land in Poverty-Stricken Areas?," Land, MDPI, vol. 12(10), pages 1-18, September.
    7. Xiaojing Li & Apurbo Sarkar & Xianli Xia & Waqar Hussain Memon, 2021. "Village Environment, Capital Endowment, and Farmers’ Participation in E-Commerce Sales Behavior: A Demand Observable Bivariate Probit Model Approach," Agriculture, MDPI, vol. 11(9), pages 1-20, September.
    8. Chen, Zhe & Sarkar, Apurbo & Rahman, Airin & Li, Xiaojing & Xia, Xianli, 2022. "Exploring the drivers of green agricultural development (GAD) in China: A spatial association network structure approaches," Land Use Policy, Elsevier, vol. 112(C).
    9. Fernianda Rahayu Hermiatin & Yuanita Handayati & Tomy Perdana & Dadan Wardhana, 2022. "Creating Food Value Chain Transformations through Regional Food Hubs: A Review Article," Sustainability, MDPI, vol. 14(13), pages 1-24, July.

    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. Dwi Ratna Hidayati & Elena Garnevska & Paul Childerhouse, 2021. "Sustainable Agrifood Value Chain—Transformation in Developing Countries," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    2. Bradley Ridoutt & Jessica R. Bogard & Kanar Dizyee & Lilly Lim-Camacho & Shalander Kumar, 2019. "Value Chains and Diet Quality: A Review of Impact Pathways and Intervention Strategies," Agriculture, MDPI, vol. 9(9), pages 1-18, August.
    3. Van den Broeck, Goedele & Maertens, Miet, 2017. "Moving Up or Moving Out? Insights into Rural Development and Poverty Reduction in Senegal," World Development, Elsevier, vol. 99(C), pages 95-109.
    4. Montalbano, Pierluigi & Nenci, Silvia, 2022. "Does global value chain participation and positioning in the agriculture and food sectors affect economic performance? A global assessment," Food Policy, Elsevier, vol. 108(C).
    5. Jing Su & Liwei Tang & Pan Xiao & Ermei Wang, 2023. "Multidimensional poverty vulnerability in rural China," Empirical Economics, Springer, vol. 64(2), pages 897-930, February.
    6. Ruoyan Zhang & Ru Chen, 2023. "The regulatory effect of cooperation degree in increasing tobacco farmers’ income by mitigating production risk shocks," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(4), pages 1323-1344, December.
    7. Yang Zhou & Chunyang Tong & Yongsheng Wang, 2022. "Road construction, economic growth, and poverty alleviation in China," Growth and Change, Wiley Blackwell, vol. 53(3), pages 1306-1332, September.
    8. Cheng, Xin & Chen, Jia & Jiang, Shiwei & Dai, Yan & Shuai, Chuanmin & Li, Wenjing & Liu, Yue & Wang, Chaofan & Zhou, Min & Zou, Lianghui & Zhang, Pan & Kang, Xiwen, 2021. "The impact of rural land consolidation on household poverty alleviation: The moderating effects of human capital endowment," Land Use Policy, Elsevier, vol. 109(C).
    9. Dutta, S.K. & Laing, Alison & Kumar, Sanjay & Shambhavi, Shweta & Kumar, Sunil & Kumar, Birender & Verma, D.K. & Kumar, Arun & Singh, Ravi Gopal & Gathala, Mahesh, 2023. "Sustainability, productivity, profitability and nutritional diversity of six cropping systems under conservation agriculture: A long term study in eastern India," Agricultural Systems, Elsevier, vol. 207(C).
    10. Dinesh Dhakal & David O’Brien & Peter Mueser, 2021. "Government Policy and Performance of Agricultural Cooperatives: A Case Study in Chitwan District, Nepal," Sustainability, MDPI, vol. 13(21), pages 1-20, November.
    11. Weiming Tong & Kevin Lo & Pingyu Zhang, 2020. "Land Consolidation in Rural China: Life Satisfaction among Resettlers and Its Determinants," Land, MDPI, vol. 9(4), pages 1-15, April.
    12. Sunghun Lim, 2021. "Global Agricultural Value Chains and Structural Transformation," NBER Chapters, in: Risks in Agricultural Supply Chains, National Bureau of Economic Research, Inc.
    13. Yuting Sun & Shu-Nung Yao, 2022. "Sustainability Trade-Offs in Media Coverage of Poverty Alleviation: A Content-Based Spatiotemporal Analysis in China’s Provinces," Sustainability, MDPI, vol. 14(16), pages 1-26, August.
    14. Fabry, Anna & Van den Broeck, Goedele & Maertens, Miet, 2022. "Decent work in global food value chains: Evidence from Senegal," World Development, Elsevier, vol. 152(C).
    15. Jasper GRASHUIS & Ye SU, 2019. "A Review Of The Empirical Literature On Farmer Cooperatives: Performance, Ownership And Governance, Finance, And Member Attitude," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 77-102, March.
    16. Wang, Ziyang & Wang, Wenxiong & Yu, Lihong & Zhang, Dongli, 2022. "Multidimensional poverty alleviation effect of different rural land consolidation models: A case study of Hubei and Guizhou, China," Land Use Policy, Elsevier, vol. 123(C).
    17. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    18. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    19. Gezahegn, Tafesse & Van Passel, Steven & Berhanu, Tekeste & D'Haese, Marijke & Maertens, Miet, 2020. "Structural and Institutional Heterogeneity among Agricultural Cooperatives in Ethiopia: Does it Matter for Farmers’ Welfare?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 46(2), August.
    20. Wanglin Ma & Awudu Abdulai, 2017. "The economic impacts of agricultural cooperatives on smallholder farmers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 537-551, September.

    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:gam:jagris:v:11:y:2021:i:5:p:462-:d:557577. 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.

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