Digital Skills and Formalization Intention Among Informal Entrepreneurs: Entrepreneurial Human Capital and Social Capital as Mediating Mechanisms

Authors

  • Marcelo Delgado-Guzmán Facultad de Ciencias Económicas y Administrativas, Universidad Católica de la Santísima Concepción , Concepción, Chile. image/svg+xml
  • Hugo Baier Fuentes Facultad de Ciencias Económicas y Administrativas, Universidad Católica de la Santísima Concepción , Concepción, Chile. image/svg+xml
  • Natalia Martín-Cruz Department of Business and Marketing, Business School, Universidad de Valladolid , Valladolid, Spain image/svg+xml

DOI:

https://doi.org/10.4067/s0718-2724202600024992

Keywords:

informal entrepreneurship, informal economy, formalization intention, digital skills, entrepreneurial human capital, social capital

Abstract

Objective: This study examines how digital skills, entrepreneurial human capital, and social capital shape informal entrepreneurs’ intentions to formalize their businesses, conceptualizing formalization as a strategic and intention-driven decision.
Methods: A quantitative, cross-sectional design was used to collect data from a survey of 383 informal entrepreneurs in Chile. The proposed model was analyzed using partial least squares structural equation modeling (PLS-SEM) to assess the relationships among digital skills, entrepreneurial human capital, social capital, and formalization intention.
Results: Digital skills show no direct association with formalization intention but are positively associated with entrepreneurial human capital and social capital. Entrepreneurial human capital, understood as educational background and business experience, is negatively associated with formalization intention, whereas social capital shows a small positive association. Entrepreneurial human capital significantly mediates the relationship between digital skills and formalization intention, with a negative indirect effect. The indirect effect through social capital is positive but only marginally significant.
Conclusions: The findings suggest that digital capabilities are not uniform drivers of formalization intention. Instead, digital skills appear to operate through heterogeneous pathways: they may be associated with entrepreneurial human capital that reduces the perceived need to formalize, while also supporting social capital that modestly increases exposure to institutional information and formal opportunities. Theoretically, the study contributes to informal entrepreneurship and technology management by showing that digitalization may simultaneously facilitate engagement with formal systems and reinforce adaptive informal arrangements. From a practical perspective, the findings suggest that formalization policies should not rely only on digital access, online registration, or technical training. More effective interventions should combine digital public services, capability development, bridging social capital, accessible platform design, and tangible benefits of registration so that formality becomes more valuable than digitally enabled informality.

Downloads

Download data is not yet available.

References

Ackrill, R., & Igudia, E. (2023). Analysing the informal economy: Data challenges, research design, and research transparency. Review of Development Economics, 28(4), 1971-1993. https://doi.org/10.1111/rode.13070

Acs, Z. J., Armington, C., & Zhang, T. (2007). The determinants of new-firm survival across regional economies: The role of human capital stock and knowledge spillover. Papers in Regional Science, 86(3), 367-392. https://doi.org/10.1111/j.1435-5957.2007.00129.x

Adbi, A., & Shukla, D. (2023). Registration at founding and firm performance: Generalization and extension replication from global data. Journal of International Business Studies, 54(2), 365-384. https://doi.org/10.1057/s41267-022-00532-8

Adegbile, A. S., Ogundana, O. M., & Adesola, S. (2024). Gender-based policies and women's entrepreneurship: An fsQCA analysis of sub-Saharan African countries. International Journal of Entrepreneurial Behavior & Research, 30(7), 1811-1837. https://doi.org/10.1108/IJEBR-04-2023-0394

Afreh, B., Rodgers, P., Vershinina, N., & Williams, C. C. (2019). Varieties of context and informal entrepreneurship: Entrepreneurial activities of migrant youths in rural Ghana. International Journal of Entrepreneurial Behavior & Research, 25(5), 996-1013. https://doi.org/10.1108/IJEBR-02-2018-0109

Afutu-Kotey, R. L., & Gough, K. V. (2022). Bricolage and informal businesses: Young entrepreneurs in the mobile telephony sector in Accra, Ghana. Futures, 135, 102487. https://doi.org/10.1016/j.futures.2019.102487

Aidis, R., Estrin, S., & Mickiewicz, T. (2012). Size matters: Entrepreneurial entry and government. Small Business Economics, 39(1), 119-139. https://doi.org/10.1007/s11187-010-9299-y

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T

Amin, M., & Islam, A. (2015). Are large informal firms more productive than the small informal firms? Evidence from firm-level surveys in Africa. World Development, 74(1), 374-385. https://doi.org/10.1016/j.worlddev.2015.05.008

Anwar, M., Shuangjie, L., & Ullah, R. (2020). Business experience or financial literacy? Which one is better for opportunity recognition and superior performance? Business Strategy & Development, 3(3), 377-387. https://doi.org/10.1002/bsd2.103

Aránega, A. Y., Montesinos, C. G., Castaño Urueña, R., & Castaño Sánchez, R. (2025). Digitalization intention in entrepreneurs and SMEs: A structural equation model of digital behavior and work-life balance. International Entrepreneurship and Management Journal, 21, 24. https://doi.org/10.1007/s11365-024-01049-2

Atkinson, R., & Flint, J. (2001). Accessing hidden and hard-to-reach populations: Snowball research strategies. Social Research Update, 33(1), 1-4.

Autio, E., & Fu, K. (2015). Economic and political institutions and entry into formal and informal entrepreneurship. Asia Pacific Journal of Management, 32(1), 67-94. https://doi.org/10.1007/s10490-014-9381-0

Benitez, J., Henseler, J., Castillo, A., & Schuberth, F. (2020). How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research. Information & Management, 57(2), 103168. https://doi.org/10.1016/j.im.2019.05.003

Berniell, L. (2021). Occupational choice and investments in human capital in informal economies. The B.E. Journal of Macroeconomics, 21(2), 399-423. https://doi.org/10.1515/bejm-2020-0024

Bhattacharya, R. (2019). ICT solutions for the informal sector in developing economies: What can one expect? The Electronic Journal of Information Systems in Developing Countries, 85(3), e12075. https://doi.org/10.1002/isd2.12075

Bika, Z., Subalova, M., & Locke, C. (2022). Microfinance and small business development in a transitional economy: Insights from borrowers' relations with microfinance organisations in Kazakhstan. The Journal of Development Studies, 58(1), 183-203. https://doi.org/10.1080/00220388.2021.1956472

Blunch, N.-H., & Raju, D. (2001). The informal sector revisited: A synthesis across space and time. World Bank.

Boitan, I. A., & Ștefoni, S. E. (2023). Digitalization and the shadow economy: Impact assessment and policy implications for EU countries. Eastern European Economics, 61(2), 152-180. https://doi.org/10.1080/00128775.2022.2102508

Bolboașă, M. B., Ruesga Benito, S. M., Agafiței, M. D., Davidescu, A. A., & Gheorghe, M. (2026). Integrating informality, skills, regional performance, and economic resilience: A comprehensive literature review and policy implications. Management & Marketing. Advance online publication. https://doi.org/10.1007/s44491-026-00004-x

Bravo-Ortega, C., Bustamante, C., Egana del Sol, P., Symmes, F., & Sexton, J. (2024). The formalization of microenterprises in middle-income countries: Informal institutions as a mechanism to address institutional incongruence. Management Research: The Journal of the Iberoamerican Academy of Management, 22(2), 178-212. https://doi.org/10.1108/MRJIAM-04-2023-1417

Bruhn, M., & McKenzie, D. (2014). Entry regulation and the formalization of microenterprises in developing countries. The World Bank Research Observer, 29(2), 186-201.

Chen, J. Y., & Qiu, J. L. (2019). Digital utility: Datafication, regulation, labor, and DiDi's platformization of urban transport in China. Chinese Journal of Communication, 12(3), 274-289. https://doi.org/10.1080/17544750.2019.1614964

Chen, M. A. (2012). The informal economy: Definitions, theories and policies (WIEGO Working Paper No. 1). Women in Informal Employment: Globalizing and Organizing.

Cho, Y., & Honorati, M. (2014). Entrepreneurship programs in developing countries: A meta regression analysis. Labour Economics, 28(1), 110-130. https://doi.org/10.1016/j.labeco.2014.03.011

Choung, Y., Chatterjee, S., & Pak, T.-Y. (2023). Digital financial literacy and financial well-being. Finance Research Letters, 58, 104438. https://doi.org/10.1016/j.frl.2023.104438

Cieslik, K., Banya, R., & Vira, B. (2022). Offline contexts of online jobs: Platform drivers, decent work, and informality in Lagos, Nigeria. Development Policy Review, 40(4), e12595. https://doi.org/10.1111/dpr.12595

Coleman, J. S. (1988). Social capital in the creation of human capital. American Journal of Sociology, 94, S95-S120.

Daramola, O., & Etim, E. (2022). Affordances of digital platforms in Sub-Saharan Africa: An analytical review. The Electronic Journal of Information Systems in Developing Countries, 88(4), e12213. https://doi.org/10.1002/isd2.12213

Darbi, W. P. K., Hall, C. M., & Knott, P. (2018). The informal sector: A review and agenda for management research. International Journal of Management Reviews, 20(2), 301-324. https://doi.org/10.1111/ijmr.12131

Dau, L. A., & Cuervo-Cazurra, A. (2014). To formalize or not to formalize: Entrepreneurship and pro-market institutions. Journal of Business Venturing, 29(5), 668-686. https://doi.org/10.1016/j.jbusvent.2014.05.002

Davidsson, P., & Honig, B. (2003). The role of social and human capital among nascent entrepreneurs. Journal of Business Venturing, 18(3), 301-331. https://doi.org/10.1016/S0883-9026(02)00097-6

De Castro, J. O., Khavul, S., & Bruton, G. D. (2014). Shades of grey: How do informal firms navigate between macro and meso institutional environments? Strategic Entrepreneurship Journal, 8(1), 75-94. https://doi.org/10.1002/sej.1172

Dedehouanou, S. F. A., & Araar, A. (2020). Gender, entrepreneurship and food security in Niger. Review of Development Economics, 24(3), 815-830. https://doi.org/10.1111/rode.12657

Demenet, A., Razafindrakoto, M., & Roubaud, F. (2016). Do informal businesses gain from registration and how? Panel data evidence from Vietnam. World Development, 84, 326-341. https://doi.org/10.1016/j.worlddev.2015.09.002

De Soto, H. (1989). The other path: The invisible revolution in the Third World. Harper & Row.

Donner, J. (2007). Customer acquisition among small and informal businesses in urban India: Comparing face-to-face and mediated channels. The Electronic Journal of Information Systems in Developing Countries, 32(1), 1-16. https://doi.org/10.1002/j.1681-4835.2007.tb00222.x

Dumenu, W. K., Appiah, L. G., Paul, C., & Darr, D. (2023). Should forest enterprises formalize? Insight from a multi-dimensional characterization of informal baobab enterprises. Forest Policy and Economics, 150, 102935. https://doi.org/10.1016/j.forpol.2023.102935

Ebrahim, A. Q., & Van Den Berg, C. L. (2024). The barriers to technology adoption among businesses in the informal economy in Cape Town. South African Journal of Information Management, 26(1), 1872. https://doi.org/10.4102/sajim.v26i1.1872

Eckhardt, J. T., & Shane, S. A. (2003). Opportunities and entrepreneurship. Journal of Management, 29(3), 333-349. https://doi.org/10.1177/014920630302900304

Elfring, T., & Hulsink, W. (2007). Networking by entrepreneurs: Patterns of tie-formation in emerging organizations. Organization Studies, 28(12), 1849-1872. https://doi.org/10.1177/0170840607078719

Engström, P., & McKelvie, A. (2017). Financial literacy, role models, and micro-enterprise performance in the informal economy. International Small Business Journal, 35(7), 855-875. https://doi.org/10.1177/0266242617717159

Estrin, S., Guerrero, M., & Mickiewicz, T. (2024). A framework for investigating new firm entry: The (limited) overlap between informal-formal and necessity-opportunity entrepreneurship. Journal of Business Venturing, 39(4), 106404. https://doi.org/10.1016/j.jbusvent.2024.106404

Fajnzylber, P. R., Maloney, W. F., & Montes Rojas, G. V. (2009). Does formality improve micro-firm performance? Quasi-experimental evidence from the Brazilian Simples program. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1501967

Foster, C. (2014). Does quality matter for innovations in low income markets? The case of the Kenyan mobile phone sector. Technology in Society, 38, 119-129. https://doi.org/10.1016/j.techsoc.2014.03.003

Galdino, K. M., Molina-Sieiro, G., Lamont, B. T., & Holmes, R. M. (2023). Factor markets, institutional quality and firm formalisation: The contingent effect of economic conditions at the founding stage. International Small Business Journal: Researching Entrepreneurship, 41(4), 432-461. https://doi.org/10.1177/02662426221101021

Ghore, Y., Long, B., Ozkok, Z., & Derici, D. (2023). Rethinking human capital: Perspectives from women working in the informal economy. Development Policy Review, 41(5), e12705. https://doi.org/10.1111/dpr.12705

Godfrey, P. C. (2011). Toward a theory of the informal economy. Academy of Management Annals, 5(1), 231-277. https://doi.org/10.5465/19416520.2011.585818

Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. American Journal of Sociology, 91(3), 481-510. https://www.jstor.org/stable/2780199

Grant, R., & Oteng-Ababio, M. (2021). Formalising e-waste in Ghana: An emerging landscape of fragmentation and enduring barriers. Development Southern Africa, 38(1), 73-86. https://doi.org/10.1080/0376835X.2020.1823822

Günther, I., & Launov, A. (2012). Informal employment in developing countries. Journal of Development Economics, 97(1), 88-98. https://doi.org/10.1016/j.jdeveco.2011.01.001

Hair, J. F., Ringle, C. M., Gudergan, S. P., Fischer, A., Nitzl, C., & Menictas, C. (2019). Partial least squares structural equation modeling-based discrete choice modeling: An illustration in modeling retailer choice. Business Research, 12(1), 115-142. https://doi.org/10.1007/s40685-018-0072-4

Halabí, T., & Mora-Esquivel, R. (2017). Tamaño de la muestra en modelos de ecuaciones estructurales con constructos latentes: Un método práctico. Actualidades Investigativas en Educación, 17(1). https://doi.org/10.15517/aie.v17i1.27294

Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management & Data Systems, 116(1), 2-20. https://doi.org/10.1108/IMDS-09-2015-0382

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8

Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. New Challenges to International Marketing, 20, 277-319. https://doi.org/10.1108/S1474-7979(2009)0000020014

Heredia, J., Castillo-Vergara, M., Geldes, C., Gamarra, F. M. C., Flores, A., & Heredia, W. (2022). How do digital capabilities affect firm performance? The mediating role of technological capabilities in the "new normal". Journal of Innovation & Knowledge, 7(2), 100171. https://doi.org/10.1016/j.jik.2022.100171

Huang, H.-C. (2016). Entrepreneurial resources and speed of entrepreneurial success in an emerging market: The moderating effect of entrepreneurship. International Entrepreneurship and Management Journal, 12(1), 1-26. https://doi.org/10.1007/s11365-014-0321-8

Huang, H.-C., Lai, M.-C., & Lo, K.-W. (2012). Do founders' own resources matter? The influence of business networks on start-up innovation and performance. Technovation, 32(5), 316-327. https://doi.org/10.1016/j.technovation.2011.12.004

Ibidunni, A. S., Kolawole, A. I., Olokundun, M. A., & Ogbari, M. E. (2020). Knowledge transfer and innovation performance of small and medium enterprises (SMEs): An informal economy analysis. Heliyon, 6(8), e04740. https://doi.org/10.1016/j.heliyon.2020.e04740

Igudia, E., Ackrill, R., & Machokoto, M. (2022). Institutional incongruence, the everyday, and the persistence of street vending in Lagos: A demand-side perspective. Environment and Planning A: Economy and Space, 54(6), 1256-1276. https://doi.org/10.1177/0308518X221083989

Irwin, K., McDowell, W., & Ribeiro-Navarrete, S. (2025). How can women entrepreneurs overcome funding challenges: The role of digitalization and innovation. Venture Capital, 27(2), 225-247. https://doi.org/10.1080/13691066.2023.2282542

Jiménez, A., Palmero-Cámara, C., González-Santos, M. J., González-Bernal, J., & Jiménez-Eguizábal, J. A. (2015). The impact of educational levels on formal and informal entrepreneurship. BRQ Business Research Quarterly, 18(3), 204-212. https://doi.org/10.1016/j.brq.2015.02.002

Jiménez, A., Puche-Regaliza, J. C., Jiménez-Eguizábal, J. A., & Alon, I. (2017). Political discretion and corruption: The impact of institutional quality on formal and informal entrepreneurship. European Journal of International Management, 11(3), 280-300. https://doi.org/10.1504/EJIM.2017.083873

Keskinen, P., Winschiers-Theophilus, H., Chivuno-Kuria, S., Müller, A., & Nieminen, M. (2022). Digital microwork as a livelihood strategy in a Namibian informal settlement. The Electronic Journal of Information Systems in Developing Countries, 88(1), e12197. https://doi.org/10.1002/isd2.12197

Khavul, S., Chavez, H., & Bruton, G. D. (2013). When institutional change outruns the change agent: The contested terrain of entrepreneurial microfinance for those in poverty. Journal of Business Venturing, 28(1), 30-50. https://doi.org/10.1016/j.jbusvent.2012.02.005

Kim, K. (2022). Assessing the impact of mobile money on improving the financial inclusion of Nairobi women. Journal of Gender Studies, 31(3), 306-322. https://doi.org/10.1080/09589236.2021.1884536

Kirchherr, J., & Charles, K. (2018). Enhancing the sample diversity of snowball samples: Recommendations from a research project on anti-dam movements in Southeast Asia. PLOS ONE, 13(8), e0201710. https://doi.org/10.1371/journal.pone.0201710

Kline, R. B. (2023). Principles and practice of structural equation modeling. Guilford Publications.

Kloosterman, R., Van Der Leun, J., & Rath, J. (1999). Mixed embeddedness: (In)formal economic activities and immigrant businesses in the Netherlands. International Journal of Urban and Regional Research, 23(2), 252-266. https://doi.org/10.1111/1468-2427.00194

Kock, N. (2017). Common method bias: A full collinearity assessment method for PLS-SEM. In H. Latan & R. Noonan (Eds.), Partial least squares path modeling: Basic concepts, methodological issues and applications (pp. 245-257). Springer. https://doi.org/10.1007/978-3-319-64069-3_11

Krueger, N. F., Reilly, M. D., & Carsrud, A. L. (2000). Competing models of entrepreneurial intentions. Journal of Business Venturing, 15(5), 411-432. https://doi.org/10.1016/S0883-9026(98)00033-0

Kumar, P., Pillai, R., Kumar, N., & Tabash, M. I. (2023). The interplay of skills, digital financial literacy, capability, and autonomy in financial decision making and well-being. Borsa Istanbul Review, 23(1), 169-183. https://doi.org/10.1016/j.bir.2022.09.012

La Porta, R., & Shleifer, A. (2008). The unofficial economy and economic development. Brookings Papers on Economic Activity, 2008, 275-352. https://doi.org/10.2139/ssrn.1304760

La Porta, R., & Shleifer, A. (2014). Informality and development. Journal of Economic Perspectives, 28(3), 109-126. https://doi.org/10.1257/jep.28.3.109

Langevang, T., Gough, K. V., Yankson, P. W. K., Owusu, G., & Osei, R. (2015). Bounded entrepreneurial vitality: The mixed embeddedness of female entrepreneurship. Economic Geography, 91(4), 449-473. https://doi.org/10.1111/ecge.12092

Lee, D. Y., & Tsang, E. W. K. (2001). The effects of entrepreneurial personality, background and network activities on venture growth. Journal of Management Studies, 38(4), 583-602. https://doi.org/10.1111/1467-6486.00250

Liñán, F., & Chen, Y. (2009). Development and cross-cultural application of a specific instrument to measure entrepreneurial intentions. Entrepreneurship Theory and Practice, 33(3), 593-617. https://doi.org/10.1111/j.1540-6520.2009.00318.x

Liu, Y., Schøtt, T., & Zhang, C. (2019). Women's experiences of legitimacy, satisfaction and commitment as entrepreneurs: Embedded in gender hierarchy and networks in private and business spheres. Entrepreneurship & Regional Development, 31(3-4), 293-307. https://doi.org/10.1080/08985626.2018.1551794

Loayza, N. V. (2016). Informality in the process of development and growth. The World Economy, 39(12), 1856-1916. https://doi.org/10.1111/twec.12480

Makate, C., Makate, M., Siziba, S., & Sadomba, Z. (2019). The impact of innovation on the performance of small-to-medium informal metal-trade enterprises in Zimbabwe. Cogent Business & Management, 6(1), 1625095. https://doi.org/10.1080/23311975.2019.1625095

Maloney, W. F. (2004). Informality revisited. World Development, 32(7), 1159-1178. https://doi.org/10.1016/j.worlddev.2004.01.008

Meagher, K. (2015). Leaving no one behind? Informal economies, economic inclusion and Islamic extremism in Nigeria. Journal of International Development, 27(6), 835-855. https://doi.org/10.1002/jid.3117

Meagher, K. (2021). Informality and the infrastructures of inclusion: An introduction. Development and Change, 52(4), 729-755. https://doi.org/10.1111/dech.12672

Misganaw, B. A., Assefa, D. Z., & Colovic, A. (2023). Is starting and staying unregistered longer beneficial for firms? The moderating role of institutional quality. International Journal of Entrepreneurial Behavior & Research, 29(2), 433-458. https://doi.org/10.1108/IJEBR-07-2022-0582

Mukorera, S. Z. E. (2019). Willingness to formalize: A case study of the informal micro and small-scale enterprises in Zimbabwe. Journal of Developmental Entrepreneurship, 24(1), 1950001. https://doi.org/10.1142/S1084946719500018

Müller, J. (2017). Place-based (in)formalization: A Bolivian marketplace for consumer electronics and global brands. Latin American Research Review, 52(3), 393-404. https://doi.org/10.25222/larr.68

Nason, R., Vedula, S., Bothello, J., Bacq, S., & Charman, A. (2024). Sight unseen: The visibility paradox of entrepreneurship in an informal economy. Journal of Business Venturing, 39(2), 106364. https://doi.org/10.1016/j.jbusvent.2023.106364

Nguimkeu, P. (2022). A structural model of informality with constrained entrepreneurship. Economic Development and Cultural Change, 70(3), 941-980. https://doi.org/10.1086/713934

Nguimkeu, P., & Okou, C. (2021). Leveraging digital technologies to boost productivity in the informal sector in Sub-Saharan Africa. Review of Policy Research, 38(6), 707-731. https://doi.org/10.1111/ropr.12441

Nguyen, T., Verreynne, M.-L., & Steen, J. (2014). Drivers of firm formalization in Vietnam: An attention theory explanation. Entrepreneurship & Regional Development, 26(7-8), 574-593. https://doi.org/10.1080/08985626.2014.959069

Orrensalo, T., Brush, C., & Nikou, S. (2024). Entrepreneurs' information-seeking behaviors in the digital age: A systematic literature review. Journal of Small Business Management, 62(2), 892-937. https://doi.org/10.1080/00472778.2022.2100896

Oteng, S. A., Manful, E., & Nkansah, J. O. (2024). Digital literacy in the informal economy of Ghana: Life-long learning and extending working lives of older persons in post-COVID-19 era. Journal of Cross-Cultural Gerontology, 39(4), 375-395. https://doi.org/10.1007/s10823-024-09514-9

Oteng-Ababio, M., Owusu, G., & Chama, M. (2016). Intelligent enterprise: Wasting, valuing and re-valuing waste electrical and electronic equipment. The Geographical Journal, 182(3), 265-275. https://doi.org/10.1111/geoj.12140

Palacios Duarte, P. D., Gutiérrez Ponce, H., & Saavedra García, M. L. (2022). Análisis de los factores determinantes de microempresarios informales, 2016-2020. Revista de Economía Mundial, (60), 101-123. https://doi.org/10.33776/rem.v0i60.5608

Pasquier-Doumer, L. (2013). Intergenerational transmission of self-employed status in the informal sector: A constrained choice or better income prospects? Evidence from seven West African countries. Journal of African Economies, 22(1), 73-111. https://doi.org/10.1093/jae/ejs017

Pels, J., Araujo, L., & Kidd, T. A. (2022). Informal sellers and formal markets: A habitus gap. Journal of Business & Industrial Marketing, 37(6), 1269-1280. https://doi.org/10.1108/JBIM-03-2021-0180

Peng, T. (2023). Importance of "the social": The divergent informal careers of Chinese internal migrants. Critical Sociology, 49(1), 133-145. https://doi.org/10.1177/08969205211051784

Perry, G. (2007). Informality: Exit and exclusion. World Bank Publications. https://doi.org/10.1596/978-0-8213-7092-6

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903. https://doi.org/10.1037/0021-9010.88.5.879

Popescu, G., Davidescu, A., & Huidumac, C. (2018). Researching the main causes of the Romanian shadow economy at the micro and macro levels: Implications for sustainable development. Sustainability, 10(10), 3518. https://doi.org/10.3390/su10103518

Portes, A., Castells, M., & Benton, L. A. (1989). The informal economy: Studies in advanced and less developed countries. Johns Hopkins University Press.

Queralt, J. (2019). Protecting the entrepreneurial poor: A human rights approach. Politics, Philosophy & Economics, 18(4), 336-357. https://doi.org/10.1177/1470594X19860235

Ramirez, H., & Hondagneu-Sotelo, P. (2009). Mexican immigrant gardeners: Entrepreneurs or exploited workers? Social Problems, 56(1), 70-88. https://doi.org/10.1525/sp.2009.56.1.70

Rangaswamy, N. (2019). A note on informal economy and ICT. The Electronic Journal of Information Systems in Developing Countries, 85(3), e12083. https://doi.org/10.1002/isd2.12083

Rivera Huerta, R. (2017). Heterogeneidad en las microempresas informales mexicanas: Evidencia empírica y algunas implicaciones de política. Perfiles Latinoamericanos, 26(51), 63-87. https://doi.org/10.18504/pl2651-003-2018

Saleh, Y. (2021). ICT, social media and COVID-19: Evidence from informal home-based business community in Kuwait City. Journal of Enterprising Communities: People and Places in the Global Economy, 15(3), 395-413. https://doi.org/10.1108/JEC-07-2020-0131

Salvi, E., Belz, F., & Bacq, S. (2023). Informal entrepreneurship: An integrative review and future research agenda. Entrepreneurship Theory and Practice, 47(2), 265-303. https://doi.org/10.1177/10422587221115365

Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Treating unobserved heterogeneity in PLS-SEM: A multi-method approach. In H. Latan & R. Noonan (Eds.), Partial least squares path modeling: Basic concepts, methodological issues and applications. Springer. https://doi.org/10.1007/978-3-319-64069-3_9

Schneider, F., & Enste, D. H. (2000). Shadow economies: Size, causes, and consequences. Journal of Economic Literature, 38(1), 77-114. https://doi.org/10.1257/jel.38.1.77

Schneider, F., Morkunas, M., & Quendler, E. (2023). An estimation of the informal economy in the agricultural sector in the EU-15 from 1996 to 2019. Agribusiness, 39(2), 406-447. https://doi.org/10.1002/agr.21774

Schneider, F., & Williams, C. C. (2013). The shadow economy. Institute of Economic Affairs.

Scott, W. R. (2013). Institutions and organizations: Ideas, interests, and identities. SAGE Publications.

Senyo, P. K., Gozman, D., Karanasios, S., Dacre, N., & Baba, M. (2023). Moving away from trading on the margins: Economic empowerment of informal businesses through FinTech. Information Systems Journal, 33(1), 154-184. https://doi.org/10.1111/isj.12403

Sepulveda, L., Syrett, S., & Lyon, F. (2011). Population superdiversity and new migrant enterprise: The case of London. Entrepreneurship & Regional Development, 23(7-8), 469-497. https://doi.org/10.1080/08985620903420211

Shabbir, M. S., & Salman, R. (2026). Entrepreneurship at the edge of informality and digitalization: Mapping hybrid business models in underinstitutionalized contexts. Journal of Small Business Management, 1-39. https://doi.org/10.1080/00472778.2025.2606049

Shahid, M. S., Rodgers, P., Vershinina, N., Zehra, M. E., & Williams, C. C. (2022). Advancing the institutional perspective on informal entrepreneurship: A study of formalization intentions among street entrepreneurs. International Journal of Entrepreneurial Behavior & Research, 28(8), 2103-2131. https://doi.org/10.1108/IJEBR-02-2022-0151

Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J.-H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322-2347. https://doi.org/10.1108/EJM-02-2019-0189

Silupu, B., Usero, B., & Montoro-Sánchez, Á. (2022). The transition toward the business formality of the Peruvian MSEs: How does the perception of entrepreneurs and the sector influence? Academia Revista Latinoamericana de Administración, 35(1), 100-114. https://doi.org/10.1108/ARLA-05-2021-0106

Siqueira, A. C. O., Webb, J., & Bruton, G. D. (2016). Informal entrepreneurship and industry conditions. Entrepreneurship Theory and Practice, 40(1), 177-200. https://doi.org/10.1111/etap.12115

Sousa, V. D., & Rojjanasrirat, W. (2011). Translation, adaptation and validation of instruments or scales for use in cross-cultural health care research: A clear and user-friendly guideline. Journal of Evaluation in Clinical Practice, 17(2), 268-274. https://doi.org/10.1111/j.1365-2753.2010.01434.x

Streukens, S., & Leroi-Werelds, S. (2016). Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results. European Management Journal, 34(6), 618-632. https://doi.org/10.1016/j.emj.2016.06.003

Subramaniam, M., & Youndt, M. A. (2005). The influence of intellectual capital on the types of innovative capabilities. Academy of Management Journal, 48(3), 450-463. https://doi.org/10.5465/AMJ.2005.17407911

Suchman, M. C. (1995). Managing legitimacy: Strategic and institutional approaches. Academy of Management Review, 20(3), 571-610. https://doi.org/10.2307/258788

Sutter, C., Webb, J., Kistruck, G., Ketchen, D. J., & Ireland, R. D. (2017). Transitioning entrepreneurs from informal to formal markets. Journal of Business Venturing, 32(4), 420-442. https://doi.org/10.1016/j.jbusvent.2017.03.002

Thai, M. T. T., & Turkina, E. (2014). Macro-level determinants of formal entrepreneurship versus informal entrepreneurship. Journal of Business Venturing, 29(4), 490-510. https://doi.org/10.1016/j.jbusvent.2013.07.005

Uyar, A., Nimer, K., Kuzey, C., Shahbaz, M., & Schneider, F. (2021). Can e-government initiatives alleviate tax evasion? The moderation effect of ICT. Technological Forecasting and Social Change, 166, 120597. https://doi.org/10.1016/j.techfore.2021.120597

Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J. Q., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889-901. https://doi.org/10.1016/j.jbusres.2019.09.022

Viswanathan, M., Echambadi, R., Venugopal, S., & Sridharan, S. (2014). Subsistence entrepreneurship, value creation, and community exchange systems: A social capital explanation. Journal of Macromarketing, 34(2), 213-226. https://doi.org/10.1177/0276146714521635

Wang, X., Wang, Z., Wang, Q., Chen, W., & Pi, Z. (2021). Supporting digitally enhanced learning through measurement in higher education: Development and validation of a university students' digital competence scale. Journal of Computer Assisted Learning, 37(4), 1063-1076. https://doi.org/10.1111/jcal.12546

Webb, J., Bruton, G. D., Tihanyi, L., & Ireland, R. D. (2013). Research on entrepreneurship in the informal economy: Framing a research agenda. Journal of Business Venturing, 28(5), 598-614. https://doi.org/10.1016/j.jbusvent.2012.05.003

Webb, J., Ireland, R. D., & Ketchen, D. J. (2014). Toward a greater understanding of entrepreneurship and strategy in the informal economy. Strategic Entrepreneurship Journal, 8(1), 1-15. https://doi.org/10.1002/sej.1176

Webb, J., Khoury, T., & Hitt, M. (2020). The influence of formal and informal institutional voids on entrepreneurship. Entrepreneurship Theory and Practice, 44(3), 504-526. https://doi.org/10.1177/1042258719830310

Webb, J., Tihanyi, L., Ireland, R. D., & Sirmon, D. G. (2009). You say illegal, I say legitimate: Entrepreneurship in the informal economy. Academy of Management Review, 34(3), 492-510. https://doi.org/10.5465/amr.2009.40632826

Weber, C. E., Okraku, M., Mair, J., & Maurer, I. (2021). Steering the transition from informal to formal service provision: Labor platforms in emerging-market countries. Socio-Economic Review, 19(4), 1315-1344. https://doi.org/10.1093/ser/mwab008

Wei, S., Su, Z., Ahlstrom, D., & Wu, Z. (2023). State fragility and informal entrepreneurship: The moderating effects of human capital under varying temporal orientations. Journal of International Management, 29(1), 100992. https://doi.org/10.1016/j.intman.2022.100992

Westland, J. C. (2015). Structural equation models: From paths to networks. Springer. https://doi.org/10.1007/978-3-319-16507-3

Williams, C. C. (2007). Tackling undeclared work in Europe: Lessons from a study of Ukraine. European Journal of Industrial Relations, 13(2), 219-236. https://doi.org/10.1177/0959680107078254

Williams, C. C., & Baric, M. (2014). Special issue: Entrepreneurship in the informal sector: Institutional perspectives. Journal of Small Business & Entrepreneurship, 27(1), 116-117. https://doi.org/10.1080/08276331.2014.963375

Williams, C. C., & Kedir, A. M. (2017). Starting-up unregistered and firm performance in Turkey. International Entrepreneurship and Management Journal, 13(3), 797-817. https://doi.org/10.1007/s11365-016-0425-4

Williams, C. C., & Kedir, A. M. (2019). Explaining cross-country variations in the prevalence of informal sector competitors: Lessons from the World Bank Enterprise Survey. International Entrepreneurship and Management Journal, 15(3), 677-696. https://doi.org/10.1007/s11365-018-0527-2

Williams, C. C., Martinez-Perez, A., & Kedir, A. M. (2017). Informal entrepreneurship in developing economies: The impacts of starting up unregistered on firm performance. Entrepreneurship Theory and Practice, 41(5), 773-799. https://doi.org/10.1111/etap.12238

Williams, C. C., & Shahid, M. S. (2016). Informal entrepreneurship and institutional theory: Explaining the varying degrees of (in)formalization of entrepreneurs in Pakistan. Entrepreneurship & Regional Development, 28(1-2), 1-25. https://doi.org/10.1080/08985626.2014.963889

Xheneti, M., Madden, A., & Thapa Karki, S. (2019). Value of formalization for women entrepreneurs in developing contexts: A review and research agenda. International Journal of Management Reviews, 21(1), 3-23. https://doi.org/10.1111/ijmr.12172

Yáñez-Valdés, C., Barros-Celume, S., & Tautiva, J. A. D. (2026). Unpacking the relationship between digitalization and formalization among micro-entrepreneurs in an emerging market. Technology in Society, 103250. https://doi.org/10.1016/j.techsoc.2026.103250

Zapata Campos, M. J., Kain, J. H., Oloko, M., Scheinsohn, M., Stenberg, J., & Zapata, P. (2022). Residents' collective strategies of resistance in Global South cities' informal settlements: Space, scale and knowledge. Cities, 125, 103663. https://doi.org/10.1016/j.cities.2022.103663

Zhu, H., Chen, Y., & Chen, K. (2019). Vitalizing rural communities: China's rural entrepreneurial activities from perspective of mixed embeddedness. Sustainability, 11(6), 1609. https://doi.org/10.3390/su11061609

Downloads

Published

2026-07-29

How to Cite

Delgado-Guzmán, M., Baier Fuentes, H., & Martín-Cruz, N. (2026). Digital Skills and Formalization Intention Among Informal Entrepreneurs: Entrepreneurial Human Capital and Social Capital as Mediating Mechanisms. Journal of Technology Management and Innovation, 21(2), 19–39. https://doi.org/10.4067/s0718-2724202600024992

Issue

Section

Research Articles