Labor Dynamics and Productivity in High-Value Crop Farming: Evidence from Melon Growers in Nueva Ecija, Philippines

Dave Mayuga Pastorfide

College of Management and Business Technology, Nueva Ecija University of Science and Technology, San Isidro Campus, San Isidro 3106, Philippines

DOI: https://doi.org/10.36956/rwae.v7i2.2873

Received: 28 October 2025 | Revised: 16 January 2026 | Accepted: 30 January 2026 | Published Online: 25 May 2026

Copyright © 2026 Dave Mayuga Pastorfide. Published by Nan Yang Academy of Sciences Pte. Ltd.

Creative Commons LicenseThis is an open access article under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License.


Abstract

High-value melon farming in Nueva Ecija is a cornerstone of the province’s agrarian economy and rural livelihoods, yet its sustainability is threatened by labor shortages, workforce aging, and youth disengagement. Understanding labor dynamics and their impact on productivity is essential for promoting inclusive and resilient agricultural growth. This study employed a descriptive-quantitative design, using Migration Theory and the Resource-Based View (RBV) to examine the labor status and productivity of 38 melon growers in Nueva Ecija, Philippines. Results from descriptive statistics and multiple linear regression analysis show that age, farming experience, skill level, and labor adequacy positively influence yield and profitability, highlighting the strategic importance of human capital. Conversely, rising wage costs, declining youth participation, and low succession interest constrain productivity, as the limited willingness of the next generation to continue farming reduces labor continuity, delays adoption of modern techniques, and weakens long-term farm management. These findings align with Migration Theory, illustrating how rural–urban and overseas migration exacerbate labor depletion and demographic imbalances. While experienced farmers maintain short-term productivity, limited succession interest threatens long-term competitiveness. Overall, labor composition, demographic shifts, and generational engagement critically shape agricultural performance and progress toward SDG 1 and SDG 8.

 

Keywords: Agricultural Sustainability; Agricultural Succession; Labor Dynamics and Productivity; Melon Farming; Migration Theory; Resource‑Based View; SDG 1—No Poverty; SDG 8—Decent Work and Economic Growth


References

[1] Organisation for Economic Co-operation and Development (OECD), 2023. Agricultural Policy Monitoring and Evaluation 2023: Adapting Agriculture to Climate Change. OECD Publishing: Paris, France. DOI: https://doi.org/10.1787/b14de474-en

[2] Southeast Asian Regional Center for Graduate Study and Research in Agriculture, 2023. Aging Farmers Could Add to Food Insecurity. Available from: https://www.searca.org/press/aging-farmers-could-add-food-insecurity (cited 15 October 2025).

[3] Department of Agriculture, 2023. PH Farmers Getting Younger – DA. Available from: https://mirror.pia.gov.ph/press-releases/2023/10/16/ph-farmers-getting-younger-da (cited 15 October 2025).

[4] Asis, M.B.M., 2020. Sowing Hope: Agriculture as an Alternative to Migration for Young Filipinos? Scalabrini Migration Center: Quezon City, Philippines. Available from: https://smc.org.ph/wp-content/uploads/2020/03/SOWING-HOPE.pdf (cited 15 October 2025).

[5] Manalo, J.A., van de Fliert, E., 2013. Push and Pull Factors in Rural Filipino Youth’s Outmigration from Agricultural Communities. Asian Journal of Agriculture and Development. 10(2), 59–73. DOI: https://doi.org/10.22004/ag.econ.199418

[6] Philippine Rice Research Institute, 2023. Social Scientists Present Trends in Youth and Agriculture Engagements in the Philippines. Available from: https://www.philrice.gov.ph/social-scientists-present-trends-in-youth-and-agriculture-engagements-in-the-philippines/ (cited 15 October 2025).

[7] de Haas, H., 2021. A Theory of Migration: The Aspirations-Capabilities Framework. Comparative Migration Studies. 9(1), 8. DOI: https://doi.org/10.1186/s40878-020-00210-4

[8] Todaro, M.P., Smith, S.C., 2020. Economic Development, 13th ed. Pearson: Harlow, UK.

[9] Barney, J.B., Clark, D.N., 2007. Resource-Based Theory: Creating and Sustaining Competitive Advantage. Oxford University Press: Oxford, UK. DOI: https://doi.org/10.1093/oso/9780199277681.001.0001

[10] Crook, T.R., Todd, S.Y., Combs, J.G., et al., 2011. Does Human Capital Matter? A Meta-Analysis of the Relationship between Human Capital and Firm Performance. Journal of Applied Psychology. 96(3), 443–456. DOI: https://doi.org/10.1037/a0022147

[11] Li, L., Wang, C., Segarra, E., et al., 2013. Migration, Remittances, and Agricultural Productivity in Small Farming Systems in Northwest China. China Agricultural Economic Review. 5(1), 5–23. DOI: https://doi.org/10.1108/17561371311294739

[12] Ge, D., Long, H., Qiao, W., et al., 2020. Effects of Rural–Urban Migration on Agricultural Transformation: A Case of Yucheng City, China. Journal of Rural Studies. 76, 85–95. DOI: https://doi.org/10.1016/j.jrurstud.2020.04.010

[13] Fuglie, K.O., Rada, N.E., 2013. Resources, Policies, and Agricultural Productivity in Sub-Saharan Africa. United States Department of Agriculture: Washington, DC, USA. Available from: https://www.ers.usda.gov/sites/default/files/_laserfiche/publications/45045/35520_err145.pdf?v=30474

[14] Addai, G., Guodaar, L., Dinye, R.D., et al., 2025. Advancing agricultural diversification within rural regions: The dynamic role of interregional rural–rural migration. Habitat International. 156, 103273. DOI: https://doi.org/10.1016/j.habitatint.2024.103273

[15] Harris, J.R., Todaro, M.P., 1970. Migration, Unemployment and Development: A Two-Sector Analysis. American Economic Review. 60(1), 126–142. Available from: https://www.aeaweb.org/aer/top20/60.1.126-142.pdf

[16] Binswanger-Mkhize, H., McCalla, A.F., 2010. The Changing Context and Prospects for Agricultural and Rural Development in Africa. In: Evenson, R., Pingali, P. (Eds.). Handbook of Agricultural Economics, Vol. 4. Elsevier: Amsterdam, The Netherlands. pp. 3571–3712.

[17] Aggarwal, R., Ranganathan, P., 2019. Study Designs: Part 2 – Descriptive Studies. Perspectives in Clinical Research. 10(1), 34–36. DOI: https://doi.org/10.4103/picr.PICR_154_18

[18] Taherdoost, H., 2016. Sampling Methods in Research Methodology; How to Choose a Sampling Technique for Research. International Journal of Academic Research in Management. 5(2), 18–27.

[19] International Center for Community-Driven Development, n.d. The Role of Community Engagement in Achieving Sustainable Rural Development. Available from: https://icrrd.com/blog-article/3529/the-role-of-community-engagement-in-achieving-sustainable-rural-development#:~:text=Community%20engagement%20is%20the%20bedrock,equitable%2C%20and%20long%2Dlasting (cited 15 October 2025).

[20] Ali, Z., Bhaskar, S.B., 2016. Basic Statistical Tools in Research and Data Analysis. Indian Journal of Anaesthesia. 60(9), 662–669. DOI: https://doi.org/10.4103/0019-5049.190623

[21] Schroeder, L.D., Sjoquist, D.L., Stephan, P.E., 2017. Understanding Regression Analysis: An Introductory Guide, 2nd ed. SAGE Publications: Thousand Oaks, CA, USA. DOI: https://doi.org/10.4135/9781506361628

[22] Israel, B., Siwandeti, M., 2024. Agri-food supply chain capabilities and smallholders’ on-farm economic viability: A moderated mediation analysis of subsidy schemes and dynamic pricing. Cogent Food & Agriculture. 10(1), 2391565. DOI: https://doi.org/10.1080/23311932.2024.2391565

[23] Tong, T., Ye, F., Zhang, Q., et al., 2024. The Impact of Labor Force Aging on Agricultural Total Factor Productivity of Farmers in China: Implications for Food Sustainability. Frontiers in Sustainable Food Systems. 8. DOI: https://doi.org/10.3389/fsufs.2024.1434604

[24] Lui, J., Fang, Y., Wang, G., et al., 2023. The Aging of Farmers and Its Challenges for Labor-Intensive Agriculture in China: A Perspective on Farmland Transfer Plans for Farmers’ Retirement. Journal of Rural Studies. 100, 103013. DOI: https://doi.org/10.1016/j.jrurstud.2023.103013

[25] Su, G., Chen, Z., Li, W., et al., 2024. Study on the Impact of the Rural Population Aging on Agricultural Total Factor Productivity in China. Agriculture. 14(12), 2175. DOI: https://doi.org/10.3390/agriculture14122175

[26] Peralta, E.P., Ancho, I., Pelegrina, D., 2024. Migration theories and development: A focus on push & pull factors of Filipino migrants. Journal of Administrative Science. 21(1), 169–188. Available from: https://journal.uitm.edu.my/ojs/index.php/JAS/article/view/2457

[27] Jayne, T.S., Yeboah, K., Chamberlin, J., et al., 2021. Africa’s Changing Farmland Ownership: Causes and Consequences. Available from: https://www.foncier-developpement.fr/publication/africas-changing-farmland-ownership-causes-and-consequences/ (cited 15 October 2025).

[28] Byerlee, D., Fanzo, J., 2019. The SDG of Zero Hunger 75 Years On: Turning Full Circle on Agriculture and Nutrition. Global Food Security. 21, 52–59. DOI: https://doi.org/10.1016/j.gfs.2019.06.002

[29] Reyes Jr., R.V., 2025. Enhancing Sustainability and Profitability in the Melon Industry Value Chain of Talavera, Nueva Ecija, Philippines. Available from: https://ssrn.com/abstract=5175333 (cited 15 October 2025).

[30] Dhillon, R., Moncur, Q., 2023. Small-Scale Farming: A Review of Challenges and Potential Opportunities Offered by Technological Advancements. Sustainability. 15(21), 15478. DOI: https://doi.org/10.3390/su152115478

[31] Bhuiyan, M.M.R., Maharjan, K.L., 2022. Impact of Farmer Field School on Crop Income, Agroecology, and Farmer’s Behavior in Farming: A Case Study on Cumilla District in Bangladesh. Sustainability. 14(7), 4190. DOI: https://doi.org/10.3390/su14074190

[32] Dompreh, E.B., Manyise, T., Lazo, D.L., et al., 2024. Exploring the Potential of Decentralized Extension Models on the Sustainability of Livelihoods: A Food Security Lens on Aquaculture Farmers in Bangladesh. Frontiers in Sustainable Food Systems. 8, 1499081. DOI: https://doi.org/10.3389/fsufs.2024.1499081

[33] Fawzy, F., Shedeed, S., 2020. Subsistence Farming towards Sustainable Economic Agriculture of Small Farmers in the Developing Countries. NASS Journal of Agricultural Sciences. 2(1). Available from: https://cn.nasspublishing.com/index.php/NJAS/article/view/16

[34] Fuhrmann-Aoyagi, M.B., Miura, K., Watanabe, K., 2024. Sustainability in Japan’s Agriculture: An Analysis of Current Approaches. Sustainability. 16(2), 596. DOI: https://doi.org/10.3390/su16020596

[35] Lowder, S.K., Skoet, J., Raney, T., 2016. The Number, Size, and Distribution of Farms, Smallholder Farms, and Family Farms Worldwide. World Development. 87, 16–29. DOI: https://doi.org/10.1016/j.worlddev.2015.10.041

[36] Food and Agriculture Organization of the United Nations, 2014. The State of Food and Agriculture 2014: Innovation in Family Farming. Food and Agriculture Organization of the United Nations: Rome, Italy. Available from: http://www.fao.org/3/i4040e/i4040e.pdf

[37] Crowley, M.Z., 2020. Foreign Labor Shortages in the Malaysian Palm Oil Industry: Impacts and Recommendations. Available from: https://ideas.repec.org/a/ags/phajad/307975.html (cited 15 October 2025).

[38] Wang, D., Chen, C., Findlay, C., 2023. A Review of Rural Transformation Studies: Definition, Measurement, and Indicators. Journal of Integrative Agriculture. 22(12), 3568–3581. DOI: https://doi.org/10.1016/j.jia.2023.10.038

[39] Batista, C., Vicente, P.C., 2020. Improving Access to Savings through Mobile Money: Experimental Evidence from African Smallholder Farmers. World Development. 129, 104905. DOI: https://doi.org/10.1016/j.worlddev.2020.104905

[40] Adesugba, M., Mavrotas, G., 2016. Youth Employment, Agricultural Transformation, and Rural Labor Dynamics in Nigeria. Available from: https://cgspace.cgiar.org/server/api/core/bitstreams/e11a6460-a303-43f0-b6b1-027dcfc1199d/content (cited 15 October 2025).

[41] Tamang, S., Paudel, K.P., Shrestha, K.K., 2014. Feminization of Agriculture and Its Implications for Food Security in Rural Nepal. Journal of Forest and Livelihood. 12(1), 20–32. Available from: https://www.mendeley.com/catalogue/e3d5bfcf-dc93-3779-8801-b6107b6ff794/

[42] Grant, R.M., 2024. Contemporary Strategy Analysis, 12th ed. Wiley: Hoboken, NJ, USA. Available from: https://www.perlego.com/book/4617583/contemporary-strategy-analysis-pdf

[43] Consentino, F., Vindigni, G., Spina, D., et al., 2023. An Agricultural Career through the Lens of Young People. Sustainability. 15(14), 11148. DOI: https://doi.org/10.3390/su151411148

[44] Food and Agriculture Organization of the United Nations (FAO), 2022. The State of Food and Agriculture 2022: Leveraging Agricultural Automation for Transforming Agrifood Systems. FAO: Rome, Italy. Available from: https://openknowledge.fao.org/items/98a4c80a-b4d3-403c-8557-d8536c8316ee

[45] Rigg, J., Salamanca, A., Thompson, E.C., 2020. The Puzzle of East and Southeast Asia’s Persistent Smallholder. Journal of Rural Studies. 43, 118–133. DOI: https://doi.org/10.1016/j.jrurstud.2015.11.003

[46] International Labour Organization, 2024. Policy Brief: Elevating the Potential of Rural Youth: Paths to Decent Jobs and Sustainable Futures. International Labour Organization: Geneva, Switzerland. Available from: https://www.ilo.org/sites/default/files/2024-06/Policy%20Brief%20-%20Rural%20Youth%20Employment%20-%20v05_0.pdf

[47] Christiaensen, L., Rutledge, Z., Taylor, J., 2020. The Future of Work in Agriculture: Some Reflections. World Bank Group: Washington, DC, USA. Available from: https://documents1.worldbank.org/curated/en/777731585054424384/pdf/The-Future-of-Work-in-Agriculture-Some-Reflections.pdf

[48] Junior, C.H., 2019. Performance, farmer perception, and the routinisation (RO) moderation on ERP post-implementation. Heliyon. 5(6), e01784. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC6587053/

[49] Morales Jr., G., Villaronte, R.K., Yap, M.C., et al., 2022. The Relationship between Rural–Urban Migration and the Agricultural Output of the Philippines. International Journal of Social and Management Studies. 3(1), 62–74. Available from: https://ijosmas.org/index.php/ijosmas/article/view/88

[50] Mizik, T., Nagy, J., Molnár, E.M., et al., 2025. Challenges of Employment in the Agrifood Sector of Developing Countries—A Systematic Literature Review. Humanities and Social Sciences Communications. 12, 62. DOI: https://doi.org/10.1057/s41599-024-04308-3

[51] Ryan, M., 2023. Labour and Skills Shortages in the Agro-Food Sector. Organisation for Economic Co-operation and Development (OECD): Paris, France. Available from: https://www.oecd.org/publications/labour-and-skills-shortages-in-the-agro-food-sector-ed758aab-en.htm

[52] Barney, J.B., Ketchen Jr., D.J., Wright, M., 2021. Resource-based theory and the value creation framework. Journal of Management. 47(7), 1931–1955. DOI: https://doi.org/10.1177/01492063211021655

[53] United Nations Department of Economic and Social Affairs, 2023. World Social Report 2023: Leaving No One Behind in an Ageing World. United Nations Department of Economic and Social Affairs: New York, NY, USA.Available from: https://www.un-ilibrary.org/content/books/9789210019682

[54] Food and Agriculture Organization of the United Nations (FAO), 2023. Youth and Agriculture: Key Challenges and Concrete Solutions. FAO: Rome, Italy. Available from: https://openknowledge.fao.org/server/api/core/bitstreams/408708f0-82dc-418e-b92b-e2d7ec0cd2e6/content

[55] Musa, S.F.P.D., 2019. A Study on Youth Aspiration and Perception of Agriculture and Its Policy Implication. In: Vasile, A.J., Subic, J., Grubor, A., et al. (Eds.). Handbook of Research on Agricultural Policy, Rural Development, and Entrepreneurship in Contemporary Economies. IGI Global: Hershey, PA, USA. pp. 441–453. Available from: https://www.igi-global.com/gateway/chapter/243952

[56] Food and Agricultural Organization of the United Nation (FAO), 2016. Migration, Agriculture and Rural Development: Addressing the Root Causes of Migration and Harnessing Its Potential for Development. FAO: Rome, Italy. Available from: https://openknowledge.fao.org/server/api/core/bitstreams/3c5d85c4-9949-44a9-9d47-63b84c9bef83/content

[57] Szabo, S., Apipoonyanon, C., Pramanik, M., et al., 2021. Agricultural Productivity, Aging Farming Workforce, Sustainable Agriculture, and Well-Being: Household Survey Data from Central Thailand. Frontiers in Sustainable Food Systems. 5, 728120. DOI: https://doi.org/10.3389/fsufs.2021.728120

[58] Ghanayem, A., Mohd Nor, R., 2025. Reviewing Agricultural Challenges and Solutions for Empowering Smallholders in the Middle East. Research on World Agricultural Economy. 6(3), 684–705. DOI: https://doi.org/10.36956/rwae.v6i3.1688

[59] Wu, J., Zhang, M., Yang, X., et al., 2024. Effects of Land and Labour Costs Growth on Agricultural Product Prices and Farmers’ Income. Land. 13(11), 1754. DOI: https://doi.org/10.3390/land13111754

[60] Food and Agriculture Organization of the United Nations (FAO), 2025. The Status of Youth in Agrifood Systems. FAO: Rome, Italy. Available from: https://www.fao.org/newsroom/detail/the-status-of-youth-in-agrifood-systems--new-fao-report-shines-light-on-pitfalls-and-prospects-for-1.3-billion-young-people/en

[61] Organisation for Economic Co-operation and Development (OECD), 2023. OECD–FAO Agricultural Outlook 2023–2032. OECD Publishing: Paris, France. Available from: https://openknowledge.fao.org/server/api/core/bitstreams/30a4511b-6b25-47e9-be3e-751bbfa86057/content

[62] Ngadi, N., Zaelany, A.A., Latifa, A., et al., 2023. Challenge of Agriculture Development in Indonesia: Rural Youth Mobility and Aging Workers in Agriculture Sector. Sustainability. 15(2), 922. DOI: https://doi.org/10.3390/su15020922

[63] Zero Carbon Analytics, 2023. Smallholder Farmers, Agricultural Sustainability and Global Food Security. Available from: https://zerocarbon-analytics.org/archives/food/smallholder-farmers-agricultural-sustainability-and-food-security (cited 15 October 2025).

[64] Zhang, C., Xiang, J., Chang, Q., 2023. Does Informatization Cause the Relative Substitution Bias of Agricultural Machinery Inputs for Labor Inputs? Evidence from Apple Farmers in China. Research on World Agricultural Economy. 4(3), 92–107. DOI: https://doi.org/10.36956/rwae.v4i3.900

[65] Baiyegunhi, L.J.S., 2024. Examining the impact of human capital and innovation on farm productivity in the KwaZulu-Natal North Coast, South Africa. Agrekon. 63(1–2), 51–64. DOI: https://doi.org/10.1080/03031853.2024.2357072

[66] Das, S., Ray, M.K., Panday, D., et al., 2023. Role of Biotechnology in Creating Sustainable Agriculture. PLOS Sustainability and Transformation. 2(7), e0000069. DOI: https://doi.org/10.1371/journal.pstr.0000069

[67] Bavorová, M., Ullah, A.G., Garcia, Y.A., et al., 2024. Factors Influencing Farm Succession Decisions: Evidence from Coffee Farmers of Colombia. Environment, Development and Sustainability. 27, 13215–13234. DOI: https://doi.org/10.1007/s10668-023-04433-0

[68] Zidana, R., Kaliati, F., Shani, C., 2020. Assessment of Youth Engagement in Agriculture and Agribusiness in Malawi: Perceptions and Hindrances. Journal of Entrepreneurship and Management. 9(2), 19–28. Available from: https://www.mendeley.com/catalogue/0892b801-6bd7-3d5a-a549-88482221b2a0/

[69] Cavicchioli, D., Bertoni, D., Pertolani, R., 2018. Farm Succession at a Crossroads: The Interaction among Farm Characteristics, Labour Market Conditions, and Gender and Birth Order Effects. Journal of Rural Studies. 61, 73–83. DOI: https://doi.org/10.1016/j.jrurstud.2018.06.002

[70] World Bank, 2025. Agriculture and Food. Available from: https://www.worldbank.org/en/topic/agriculture/overview (cited 15 October 2025).

[71] Kassie, M., Shiferaw, B., Muricho, G., 2011. Agricultural Technology, Crop Income, and Poverty Alleviation in Uganda. World Development. 39(10), 1784–1795. DOI: https://doi.org/10.1016/j.worlddev.2011.04.023

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