TY - JOUR T1 - Symmetric Analysis of Factors Affecting Freelance Workers in the Context of OECD Member Countries TT - OECD Üye Ülkeleri Bağlamında Freelance Çalışanları Etkileyen Faktörlere Yönelik Simetrik Analiz AU - Gürsoy, Sergen PY - 2025 DA - May Y2 - 2024 DO - 10.25295/fsecon.1463998 JF - Fiscaoeconomia JO - FSECON PB - Ahmet Arif EREN WT - DergiPark SN - 2564-7504 SP - 853 EP - 867 VL - 9 IS - 2 LA - en AB - This research examines the effects of digital infrastructure/services and certain economic factors on creating favorable conditions for freelancers. The research was carried out in view of the growing interest in new forms of work as digitalization is reflected in the socio-economic structure. The study covers 28 OECD countries from a variety of variables-number of freelancers (NSEP), cost of living (CLM), co-working spaces (NCS), average broadband speed (ABS) and prices (ABP), average mobile speed (AMS) and the resulting freelancing score (FS)-and different databases. Symmetric (PLS-SEM) analysis was conducted to determine the level of influence of causal conditions on the outcome. According to the findings of the study, in the first phase, the explanatory power of the causal conditions for the freelance score was 90.4%. The effects of ABP and CLM on FS were significant and negative. ABS, AMS, AS, NCS and NSEP have significant and positive effects on FS. According to the importance performance map, NSEP has the largest effect on FS, while ABS is the fastest performing variable. The research helps freelancers to make their career planning in OECD countries by determining the most favorable conditions for freelancers. KW - Freelance Work KW - Freelance Score KW - Career Planning KW - Structural Equation Modeling KW - Smart-PLS N2 - Bu araştırma, dijital altyapı/hizmetler ve birtakım ekonomik faktörlerin freelance çalışanlar için uygun koşul yaratmalarına yönelik etkilerini incelemektedir. Dijitalleşmenin sosyoekonomik yapıya yansıması ile birlikte yeni çalışma biçimlerine artan ilgiler gözetilerek araştırma yürütülmüştür. Çalışma çeşitli değişkenlerden -serbest çalışan sayısı (NSEP), yaşam maliyeti (CLM), ortak çalışma alanları (NCS), ortalama broadband hızı (ABS) ve fiyatları (ABP), ortalama mobil hızı (AMS) ve tüm bileşenlerin sonucunda ortaya çıkan freelance skor (FS)- ve farklı veri tabanlarından 28 OECD ülkesini kapsama almıştır. Araştırmada nedensel koşulların sonuca yönelik etki düzeyinin belirlenmesi için simetrik (PLS-SEM) analiz yapılmıştır. Araştırmanın bulgularına göre birinci safhada nedensel koşulların freelance skor için %90,4 oranında açıklayabilirliği belirlenmiştir. ABP ve CLM’nin FS’ye etkisi anlamlı ve negatif olarak belirlenmiştir. ABS, AMS, AS, NCS ve NSEP’in FS’ye etkisi anlamlı ve pozitif olarak tespit edilmiştir. Önem performans haritasına göre FS için NSEP en büyük etkiye sahip iken ABS en hızlı performans gösteren değişken olarak belirlenmiştir. Araştırma freelance çalışanlar için en uygun koşullar belirlenerek OECD ülkeleri nezdinde kariyer planlamalarını yapabilmesine yardımcı olmaktadır. CR - Abdreissova, D. Z., Baitenizov, D. T., Azatbek, T. A. & Valieva, S. N. (2021). Freelance market development factors. Economics: The Strategy and Practice. https://doi.org/10.51176/1997-9967-2021-4-188-207 CR - Akhmetshin, E. M., Kovalenko, K. E., Mueller, J. E., Khakimov, A. K., Yumashev, A. V. & Khairullina, A. D. (2018). Freelancing as a type of entrepreneurship: Advantages, disadvantages and development prospects. Journal of Entrepreneurship Education, 21(2), 1528-2651. CR - Arulmani, G., Bakshi, A. J., Leong, F. T. & Watts, A. G. (2014). Handbook of career development: International perspectives. New York: Springer. DOI: 10.1007/978-1-4614-9460-7 CR - Ashford, S. J., George, E. & Blatt, R. (2007). 2 old assumptions, New Work: The opportunities and challenges of research on nonstandard employment. The Academy of Management Annals, 1(1), 65-117. https://doi.org/10.5465/078559807 CR - Ayoobzadeh, M. (2022). Freelance job search during times of uncertainty: Protean career orientation, career competencies and job search. Personnel Review, 51(1), 40-56. https://doi.org/10.1108/PR-07-2020-0563 CR - Beckett, M. (2023). Broadband mid-contract price increases in 2023, explained. Uswitch. https://www.uswitch.com/broadband/guides/mid-contract-price-rises/ CR - Bido, D., da Silva, D. & Ringle, C. (2014). Structural equation modeling with the smartpls. Brazilian Journal of Marketing, 13(2). CR - Biggs, P. & Kelly, T. (2006). Broadband pricing strategies. Info, 8(6), 3-14. https://doi.org/10.1108/14636690610707455 CR - Blackburn, R., Ventura, M. & Machin, S. (2022). Covid-19 and the self-employed-a two year update. CEP Covid-19 Analyses cepcovid-19-028, Centre for Economic Performance, LSE. https://ideas.repec.org/p/cep/cepcvd/cepcovid-19-028.html CR - Boeri, T., Giupponi, G., Krueger, A. B. & Machin, S. (2020). Solo self-employment and alternative work arrangements: A cross-country perspective on the changing composition of jobs. Journal of Economic Perspectives, 34(1), 170-195. DOI: 10.1257/jep.34.1.170 CR - Bouncken, R., Ratzmann, M., Barwinski, R. & Kraus, S. (2020). Coworking spaces: Empowerment for entrepreneurship and innovation in the digital and sharing economy. Journal of Business Research, 114, 102-110. https://doi.org/10.1016/j.jbusres.2020.03.033 CR - Burke, A. (2015). Introduction: A freelancing and self-employment research agenda. International Review of Entrepreneurship, 13(1), 1-6. CR - Burke, A., Zawwar, I. & Hussels, S. (2020). Do freelance independent contractors promote entrepreneurship?. Small Business Economics, 55, 415-427. https://doi.org/10.1007/s11187-019-00242-w CR - Burrell, G. & Morgan, G. (1979). Sociological paradigms and organisational analysis: Elements of the sociology of corporate life. Routledge, London. https://doi.org/10.4324/9781315242804 CR - Cieślik, J. & Dvouletý, O. (2019). Segmentation of the population of the solo self-employed. International Review of Entrepreneurship, 17(3). CR - Cohen J. (1995). The earth is round (p <. 05): Rejoinder. American Psychologist, 50(12), 1103. 10.1037/0003-066X.50.12.1103 CR - Czernich, N., Falck, O., Kretschmer, T. & Woessmann, L. (2011). Broadband infrastructure and economic growth. The Economic Journal, 121(552), 505-532. https://doi.org/10.1111/j.1468-0297.2011.02420.x CR - Damian, D. & Capatina, A. (2019). Seeking Freelancers’ Motivations to Adopt an Entrepreneurial Career-A Storytelling Approach. Proceedings of the International Conference on Business Excellence, 13(1), 206-215. https://doi.org/10.2478/picbe-2019-0019 CR - Damian, D. & Empoli, G. (2020). The Role of Entrepreneurial Training Designed for Freelancers in Start-Up Creation Process. Economics and Applied Informatics, (2), 142-147. https://doi.org/10.35219/eai15840409118 CR - Daniel, E., Di Domenico, M. & Nunan, D. (2018). Virtual mobility and the lonely cloud: Theorizing the mobility‐isolation paradox for self‐employed knowledge‐workers in the online home‐based business context. Journal of Management Studies, 55(1), 174-203. https://doi.org/10.1111/joms.12321 CR - Davison, A. C. & Hinkley, D. V. (1997). Bootstrap methods and their application (No. 1). Cambridge University Press. https://doi.org/10.1017/CBO9780511802843 CR - del Rio-Chanona, R. M., Mealy, P., Pichler, A., Lafond, F. & Farmer, J. D. (2020). Supply and demand shocks in the COVID-19 pandemic: An industry and occupation perspective. Oxford Review of Economic Policy, 36(1), 94-137. https://doi.org/10.1093/oxrep/graa033 CR - Denderski, P. & Sniekers, F. (2019). Broadband internet and the self-employment rate: A cross-country study on the gig economy (No. 19/13). Division of Economics, School of Business, University of Leicester. CR - Devi, C. G., Arthijone, M. I., Prema, M. A. A., Felcia, M. W. A. & Janaranjani, M. M. (2021). Freelancer-client’s relationship in digital marketing-a commercial friendship. Nveo-Natural Volatiles & Essential Oils Journal, 4780-4788. https://www.nveo.org/index.php/journal/article/view/1462 CR - Drahokoupil, J. & Fabo, B. (2019). Outsourcing, offshoring and the deconstruction of employment: New and old challenges. Springer International Publishing. https://doi.org/10.1007/978-3-319-93617-8_2 CR - Dries, N. (2011). The meaning of career success: Avoiding reification through a closer inspection of historical, cultural, and ideological contexts. Career Development International, 16(4), 364-384. https://doi.org/10.1108/13620431111158788 CR - Dunn, M., Stephany, F., Sawyer, S., Munoz, I., Raheja, R., Vaccaro, G. & Lehdonvirta, V. (2020). When motivation becomes desperation: Online freelancing during the COVID-19 pandemic. https://doi.org/10.31235/osf.io/67ptf CR - Elnur, A. (2023). İletişim süreçlerinin dijitalleşmesi bağlaminda boş zaman sosyolojisinin dönüşümü. Akademik Hassasiyetler, 10(23), 287-311. https://doi.org/10.58884/akademik-hassasiyetler.1351469 CR - Elnur, A. (2024). Dijital çağda boş zaman: Boş zaman olgusunun dijitalleşmesi bağlamında “ready player one” filminin incelenmesi. Mevzu–Sosyal Bilimler Dergisi, (11), 431-462. https://doi.org/10.56720/mevzu.1428798 CR - Erdoğan, E. & Çiğdem, S. (2018). GİG ekonomisi ve freelance işgücünün yükselişi: Freelancer.com platformu üzerinden bir literatür taraması ve değerlendirme. ICPESS (International Congress on Politic, Economic and Social Studies) (Vol. 4). CR - Farmer, L. (2020). Where the mobile workforce is living. Rockefeller Institute of Government’s. CR - Fritsch, M. & Storey, D. J. (2014). Entrepreneurship in a regional context: Historical roots, recent developments and future challenges. Regional Studies, 48(6), 939-954, https://doi.org/10.1080/00343404.2014.892574 CR - Garrett, L. E., Spreitzer, G. M. & Bacevice, P. A. (2017). Co-constructing a sense of community at work: The emergence of community in coworking spaces. Organization Studies, 38(6), 821-842. https://doi.org/10.1177/0170840616685354 CR - Garson, G. D. (2016). Partial least squares: Regression and structural equation models. Statistical Associates Publishers, Asheboro. CR - Grimes, A., Ren, C. & Stevens, P. (2012). The need for speed: Impacts of internet connectivity on firm productivity. Journal of Productivity Analysis, 37, 187-201. https://doi.org/10.1007/s11123-011-0237-z CR - Günbayi, I. & Sorm, S. (2018). Social paradigms in guiding social research design: The functional, interpretive, radical humanist and radical structural paradigms. Online Submission, 9(2), 57-76. ISSN-1309-6249 CR - Gussek, L. & Wiesche, M. (2024). Understanding the careers of freelancers on digital labor platforms: The case of IT work. Information Systems Journal. CR - Hair Jr, J. F., Sarstedt, M., Ringle, C. M. & Gudergan, S. P. (2016). Advanced issues in partial least squares structural equation modeling. saGe publications. ISBN-13 978-1483377391 CR - Hair, J. F., Ringle, C. M. & Sarstedt, M. (2011). PLSSEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. https://doi.org/10.2753/MTP1069-6679190202 CR - Hong, Y. & Pavlou, P. A. (2013). Online labor markets: An informal economy. IBIT Report. SSRN. http://dx.doi.org/10.2139/ssrn.2132869 CR - Howell, T. & Bingham, C. (2019). Coworking spaces: Working alone, together. Kenan Institute Working Paper. https://www.kenaninstitute.unc.edu/wp-content/uploads/2019/04/Coworking_04042019.pdf CR - Huđek, I., Tominc, P. & Širec, K. (2021). The impact of social and cultural norms, government programs and digitalization as entrepreneurial environment factors on job and career satisfaction of freelancers. Sustainability, 13(2), 779. https://doi.org/10.3390/su13020779 CR - Idrees, A., Das, V. & Junejo, I. (2022). Factors affecting freelancing success: Evidence from Youth of Hyderabad, Pakistan. Journal of Business and Social Review in Emerging Economies, 8(2), 415-426. https://doi.org/10.26710/jbsee.v8i2.2313 CR - İli, B. & Büyükbaykal, G. N. (2023). Yeni medya çağında dijital göçebelik: 21. yüzyılın gezginleri üzerine bir inceleme (Doctoral dissertation, Akdeniz University). CR - ITU. (2022). The affordability of ICT services 2022. Policy Brief. https://www.itu.int/hub/publication/d-ind-pol_brief-02-2023/ CR - Jarrahi, M. H., Newlands, G., Butler, B., Savage, S., Lutz, C., Dunn, M. & Sawyer, S. (2021). Flexible work and personal digital infrastructures PDIs are emerging as alternative sociotechnical infrastructures to enhance flexible work arrangments. CR - Jarvis, H. & Pratt, A. C. (2006). Bringing it all back home: The extensification and ‘overflowing’ of work: The case of San Francisco’s new media households. Geoforum, 37(3), 331-339. https://doi.org/10.1016/j.geoforum.2005.06.002 CR - Karabatan, M. & Ekiz Gökmen, Ç. (2022). Transformation of work practice in the digitalized labor process: Freelancers in Turkey. International Journal of Contemporary Economics and Administrative Sciences. https://doi.org/10.5281/zenodo.6850809 CR - Kathuria, R., Kedia, M., Varma, G., Bagchi, K. & Khullar, S. (2017). Future of work in a digital era: The potential and challenges for online freelancing and microwork in India. https://icrier.org/publications/future-of-work-in-a-digital-era-the-potential-and-challenges-for-online-freelancing-and-microwork-in-india/ CR - Kazi, A. G., Yusoff, R. M., Khan, A. & Kazi, S. (2014). The Freelancer: A conceptual review. Sains Humanika, 2(3). https://doi.org/10.11113/sh.v2n3.428 CR - Koloğlugil, S. (2019). Freelance çalışma, start-up girişimcilik ve işin geleceği: Kurumsalcı bir yaklaşım. Yildiz Social Science Review, 5(2), 237-246. CR - Kraus, S., Bouncken, R. B., Görmar, L., González-Serrano, M. H. & Calabuig, F. (2022). Coworking spaces and makerspaces: Mapping the state of research. Journal of Innovation & Knowledge, 7(1), 100161. https://doi.org/10.1016/j.jik.2022.100161 CR - Li, Y., Dai, J. & Cui, L. (2020). The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model. International Journal of Production Economics, 229, 107777. https://doi.org/10.1016/j.ijpe.2020.107777 CR - Liaqat, A. & Liaqat, F. (2021). Covid-19 impact on the internet, user experience and economy in Pakistan. 2021 6th International Multi-Topic ICT Conference (IMTIC) (1-5). IEEE. https://ieeexplore.ieee.org/document/9719774 CR - Maliranta, M. & Rouvinen, P. (2006). Informational mobility and productivity: Finnish evidence. Economics of Innovation and New Technology, 15(6), 605-616. https://doi.org/10.1080/10438590500418935 CR - Marmot, M., Sinha, I. & Lee, A. (2022). Millions of children face a “humanitarian crisis” of fuel poverty. BMJ, 378. https://doi.org/10.1136/bmj.o2129 CR - May, T., Warran, K., Burton, A. & Fancourt, D. (2022). Socioeconomic and psychosocial adversities experienced by freelancers working in the UK cultural sector during the COVID-19 pandemic: a qualitative study. Frontiers in Psychology, 12, 672694. CR - Mettler, A. & Williams, A. D. (2011). The rise of the micro-multinational: How freelancers and technology-savvy start-ups are driving growth, jobs and innovation. Lisbon Council Policy Brief, 5(3), 1-28. CR - Murgia, A. & Pulignano, V. (2021). Neither precarious nor entrepreneur: The subjective experience of hybrid self-employed workers. Economic and Industrial Democracy, 42(4), 1351-1377. https://doi.org/10.1177/0143831X19873966 CR - Petryshyn, V. & Vovk M. V. (2020). Freelance activity in Ukraine: New opportunities and threats of labour potential application. Международный конкурс студенческих научно-исследовательских работ по экономике, 1, 249-255. CR - Podgorodnichenko, N., Akmal, A., Edgar, F. & Everett, A. M. (2022). Sustainable HRM: Toward addressing diverse employee roles. Employee Relations: The International Journal, 44(3), 576-608. https://doi.org/10.1108/ER-01-2019-0016 CR - Popiel, P. (2017). “Boundaryless” in the creative economy: Assessing freelancing on upwork. Critical Studies in Media Communication, 34(3), 220-233. https://doi.org/10.1080/15295036.2017.1282618 CR - Reuschke, D., Clifton, N. & Fisher, M. (2021). Coworking in homes-mitigating the tensions of the freelance economy. Geoforum, 119, 122-132. https://doi.org/10.1016/j.geoforum.2021.01.005 CR - Riaz, M., Syed, N., Bhatti, Z., Noureen, A. & Abbas, M. S. (2021). Freelancing-a novel opportunity for youth amid corona pandemic. Elementary Education Online, 20(5), 7681-7687. doi: 10.17051/ilkonline.2021.05.871 CR - Richter, N. F., Hauff, S., Ringle, C. M. & Gudergan, S. P. (2022). The use of partial least squares structural equation modeling and complementary methods in international management research. Management International Review, 62(4), 449-470. https://doi.org/10.1007/s11575-022-00475-0 CR - Ringle, C. M. & Sarstedt, M. (2016). Gain more insight from your PLS-SEM results: The importance-performance map analysis. Industrial Management & Data Systems, 116(9), 1865-1886. https://doi.org/10.1108/IMDS-10-2015-0449 CR - Roberts, E. & Townsend, L. (2016). The contribution of the creative economy to the resilience of rural communities: Exploring cultural and digital capital. Sociologia Ruralis, 56(2), 197-219. https://doi.org/10.1111/soru.12075 CR - Romke, R. A. & Sayed, M. A. (2018). The impact of freelancing on the socio-economic development of Bangladesh: A study. ASA University Review, 12(2). CR - Schwantes, J. (2022). Broadband pricing: What consumer reports learned from 22,000 internet bills. Consumer Reports. https://www.benton.org/headlines/fight-fair-internet-consumer-reports-white-paper-broadband-pricing CR - Spinuzzi, C. (2012). Working alone together: Coworking as emergent collaborative activity. Journal of Business and Technical Communication, 26(4), 399-441. https://doi.org/10.1177/1050651912444070 CR - Spreitzer, G., Bacevice, P. & Garrett, L. (2015). Why people thrive in coworking spaces. Harvard Business Review, 93(7), 28-30. https://hbr.org/2015/05/why-people-thrive-in-coworking-spaces#:~:text=People%20who%20use%20coworking%20spaces,this%20in%20a%20few%20ways CR - Sundararajan, A. (2015). The ‘gig economy’ is coming. What will it mean for work. The Guardian, 26(07), https://www.theguardian.com/commentisfree/2015/jul/26/will-we-get-by-gig-economy CR - Teodoro, R., Ozturk, P., Naaman, M., Mason, W. & Lindqvist, J. (2014). The motivations and experiences of the on-demand mobile workforce. Proceedings of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing (236-247). https://doi.org/10.1145/2531602.2531680 CR - Thompson, B. Y. (2018). Digital nomads: Employment in the online gig economy. Glocalism: Journal of Culture, Politics and Innovation, 1, 1-26. DOI: 10.12893/gjcpi.2018.1.11 CR - Tintiangko, J. & Soriano, C. R. (2020). Coworking spaces in the global south: Local articulations and imaginaries. Journal of Urban Technology, 27(1), 67-85. https://doi.org/10.1080/10630732.2019.1696144 CR - Ulukapı Yılmaz, H. (2022). Dijital çağda gig çalışma. 16th International Conference on Knowledge, Economy & Management Proceedings. CR - Upwork. (2022). Freelance forward 2022. https://www.upwork.com/research/freelance-forward-2022 CR - Uymaz, A. O. & Arslan, S. (2022). Unethical pro-organizational behavior as an outcome of servant leadership. Journal of Management & Organization, 28(1), 33-57. doi: 10.1017/jmo.2021.49 CR - Van den Born, A. & Van Witteloostuijn, A. (2013). Drivers of freelance career success. Journal of Organizational Behavior, 34(1), 24-46. https://doi.org/10.1002/job.1786 CR - Wheatley, D. (2017). Employee satisfaction and use of flexible working arrangements. Work, Employment and Society, 31(4), 567-585. https://doi.org/10.1177/0950017016631447 CR - Yıldız, E. (2020). Smartpls ile yapısal eşitlik modellemesi reflektif ve formatif yapılar. Ankara: Seçkin Yayıncılık. ISBN: 978-9750272011 UR - https://doi.org/10.25295/fsecon.1463998 L1 - https://dergipark.org.tr/en/download/article-file/3842983 ER -