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Adoption of crowdsourced delivery: An online focus group interview

Year 2022, Volume: 5 Issue: 1, 70 - 85, 28.04.2022
https://doi.org/10.51513/jitsa.1079504

Abstract

This research aims to investigate university students' perceptions of crowdsourced delivery and identify factors that influence crowdsourced delivery platform acceptance as a consumer and as a driver. Research design is a qualitative exploratory case study that was performed on university students' perceptions of crowdsourced delivery in Turkey. Online focus group discussions were used to collect data with 35 university students. Data included six online focus groups and were analyzed using thematic analysis. To increase credibility and trustworthiness, the researcher triangulation was applied. The findings show that as a consumer; performance expectancy, price sensitivity, social influence, and perceived risk and as a driver; compensation, working environment, and perceived risk affect acceptance of crowdsourced delivery. The findings are helpful for crowdsourced delivery platforms to increase the acceptance rate in the beginning stage of crowdsourced delivery and provide suggestive knowledge for other emerging countries. This paper highlights what factors influence students' acceptance of crowdsourced delivery in the introduction phase from the perspective of a group of university students in an emerging country.

References

  • Aitken, R., Watkins, L., & Kemp, S. (2019), "Envisioning a sustainable consumption future," Young Consumers, Vol. 20 No. 4, pp. 299-313. https://doi.org/10.1108/YC-12-2018-0905
  • Allen J., Browne M., & Holguín-veras J. (2015) Sustainability strategies for city logistics. In: Mckinnon a, Browne M, Whiteing a, Piecyk M (eds) green logistics (3rd edition). Kogan page, pp. 293-319
  • Archetti, C., Savelsbergh, M., & Speranza, M.G., (2015). "The vehicle routing problem with occasional drivers", European Journal of Operational Research, 254, pp. 472–480. http://dx.doi.org/10.1016/j. ejor.2016.03.049.
  • Berg, N., & Knights, M. (2021), Amazon: How the world's most relentless retailer will continue to revolutionize commerce, Kogan Page Publishers, London, England.
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2018). Shipping outside the box. Environmental impact and stakeholder analysis of a crowd logistics platform in Belgium. Journal of Cleaner Production, 202, pp. 806-816. https://doi.org/10.1016/j.jclepro.2018.08.210
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2021a). Who is interested in a crowdsourced last mile? A segmentation of attitudinal profiles. Travel Behaviour and Society, 22, pp. 22-31 https://doi.org/10.1016/j.tbs.2020.08.004
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2021b). Unlocking the failed delivery problem? Opportunities and challenges for smart locks from a consumer perspective. Research in Transportation Economics, 87, 100753. https://doi.org/10.1016/j.retrec.2019.100753
  • Carbone, V., Rouquet A., & Roussat C. (2017), "The rise of crowd-logistics: a new way to co-create logistics value?", Journal of Business Logistics, 38(4), pp. 238-252 https://doi.org/10.1111/jbl.12164
  • Chawla, D., & Sondhi, N. (2016), Research methodology: Concepts and cases (2nd ed.), Vikas Publishing House, New Delhi, India.
  • Chen, P., & Chankov, S. M. (2017), "Crowdsourced delivery for last-mile distribution: An agent-based modelling and simulation approach", paper presented at the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10-13 December, 2017, Singapore, pp. 1271-1275. DOI: 10.1109/IEEM.2017.8290097
  • Chen, Y., Yu, J., Yang, S. & Wei, J. (2018), "Consumer's intention to use self-service parcel delivery service in online retailing: An empirical study", Internet Research, Vol. 28 No. 2, pp. 500-519. https://doi.org/10.1108/IntR-11-2016-0334
  • Cramer-Flood, E., (2020), "Global e-commerce 2020", available at https://www.emarketer.com/content/global-ecommerce-2020 (Accessed 2 November 2020)
  • Devari, A., Nikolaev, A. G., & He, Q. (2017), "Crowdsourcing the last mile delivery of online orders by exploiting the social networks of retail store customers", Transportation Research Part E: Logistics and Transportation Review, 105, pp. 105-122. https://doi.org/10.1016/j.tre.2017.06.011.
  • Ghajargar, M., Zenezini, G., & Montanaro, T. (2016), "Home delivery services: innovations and emerging needs", IFAC-PapersOnLine, 49(12), pp. 1371-1376. https://doi.org/10.1016/j.ifacol.2016.07.755
  • Goetting, E., & Handover, W. N. (2016), Crowd-shipping: Is crowd-sourced the secret recipe for delivery in the future?, German Industry and Commerce LTD/GCC, available at http://docplayer.net/38621729-Crowd-shipping-is-crowd-sourced-the-secret-recipe-for-delivery-in-the-future.html (Accessed 7 January, 2022)
  • Gundumogula, M. (2020), "Importance of Focus Groups in Qualitative Research", International Journal of Humanities and Social Science (IJHSS), 8(11), pp. 299-302. 10.24940/theijhss/2020/v8/i11/HS2011-082
  • Hancock, M. E. (2017), "The use of WordPress in online focus group studies", The Qualitative Report, 22(8), pp. 2273-2280, available at http://nsuworks.nova.edu/tqr/vol22/iss8/12 (Accessed 17 August, 2021)
  • Hayashi, K., Nemoto, T., & Visser, J.J., (2014), E-commerce and city logistics solution, Taniguchi and Thompson (Ed.s.) City Logistics: Mapping the Future vol. CRC Press, Boca Raton, FL, pp. 55-78.
  • Huang, L., Xie, G., Blenkinsopp, J., Huang, R., & Bin, H. (2020), "Crowdsourcing for sustainable urban logistics: Exploring the factors influencing crowd Workers' participative behavior", Sustainability, 12(8), 3091, https://doi.org/10.3390/su12083091
  • Kapser, S., & Abdelrahman, M. (2020), "Acceptance of autonomous delivery vehicles for last-mile delivery in Germany – Extending UTAUT2 with risk perceptions", Transportation Research Part C: Emerging Technologies, 111, pp. 210–225, https://doi:10.1016/j.trc.2019.12.016
  • Krueger, R. A., & Casey, M. A. (2002). 'Designing and conducting focus group interviews', Social Development Papers, No:36 pp. 4-23, , available at https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.607.4701&rep=rep1&type=pdf#page=10
  • Le, T. V., & Ukkusuri, S. V. (2018), "Crowd-shipping services for last mile delivery: Analysis from survey data in two countries. 97th Annual Meeting Transportation Research Board (No. 18-03779). January 7-11, 2018 in Washington, D.C. https://doi.org/10.1016/j.trip.2019.100008
  • Le, T. V., & Ukkusuri, S. V. (2019a). Modeling the willingness to work as crowd-shippers and travel time tolerance in emerging logistics services. Travel Behaviour and Society, 15, pp. 123–132. https://doi:10.1016/j.tbs.2019.02.001
  • Le, T. V., & Ukkusuri, S. V. (2019b), "Crowd-shipping services for last mile delivery: Analysis from American survey data", Transportation Research Interdisciplinary Perspectives, 1, 100008, https://doi.org/10.1016/j.trip.2019.100008.
  • Le, T. V., Stathopoulos, A., Van Woensel, T., & Ukkusuri, S. V. (2019), "Supply, demand, operations, and management of crowd-shipping services: A review and empirical evidence", Transportation Research Part C: Emerging Technologies, 103, pp. 83-103, https://doi.org/10.1016/j.trc.2019.03.023
  • McKinnon, A. (2016). Crowdshipping: A communal approach to reducing urban traffic levels, 41 Logistics White Paper 1/2016. Alan McKinnon, 42.
  • Miller, J., Nie, Y., & Stathopoulos, A., 2017. Crowdsourced Urban Package Delivery: Modeling Traveler Willingness to Work as Crowdshippers. Trans. Res. Rec. 2610. http://dx.doi.org/10.3141/2610-08.
  • Moroz, M., & Polkowski, Z., (2016), "The last mile issue and urban logistics: choosing parcel machines in the context of the ecological attitudes of the Y generation consumers purchasing online", Transp. Res. Procedia 16, pp. 378–393. https://doi.org/10.1016/j.trpro.2016.11.036
  • Morrison, D., Lichtenwald, K., & Tang, R. (2020), "Extending the online focus group method using web-based conferencing to explore older adults online learning", International Journal of Research & Method in Education, 43(1), pp. 78-92. https://doi.org/10.1080/1743727X.2019.1594183
  • Paloheimo, H., Lettenmeier, M., & Waris, H. (2016), "Transport reduction by crowdsourced deliveries–a library case in Finland", Journal of Cleaner Production, 132, pp. 240-251. https://doi.org/10.1016/j.jclepro.2015.04.103
  • Prince, M., & Davies, M. (2001), "Moderator teams: an extension to focus group methodology", Qualitative Market Research: An International Journal, 4 (4), pp. 207-216. https://doi.org/10.1108/EUM0000000005902
  • Punel, A., & Stathopoulos, A. (2017), "Modeling the acceptability of crowdsourced goods deliveries: Role of context and experience effects", Transportation Research Part E: Logistics and Transportation Review, 105, pp. 18-38, https://doi.org/10.1016/j.tre.2017.06.007
  • Punel, A., Ermagun, A., & Stathopoulos, A. (2018), "Studying determinants of crowd-shipping use", Travel Behaviour and Society, 12, pp. 30-40, https://doi.org/10.1016/j.tbs.2018.03.005
  • Rougès, J. F., & Montreuil, B. (2014). Crowdsourcing delivery: New interconnected business models to reinvent delivery. In 1st international physical internet conference (Vol. 1, pp. 1-19). https://doi.org/10.1016/j.jclepro.2018.08.210
  • Wicaksono, S., Lin, X., & Tavasszy, L. A. (2021). Market potential of bicycle crowdshipping: A two-sided acceptance analysis. Research in Transportation Business & Management, 100660. https://doi:10.1016/j.rtbm.2021.100660
  • Willis, K., Green, J., Daly, J., Williamson, L., & Bandyopadhyay, M., (2009). "Perils and possibilities: achieving best evidence from focus groups in public health research". Aust. N. Z. J. Public Health 33 (2), pp. 131-136. http://dx.doi.org/10.1111/ j.1753-6405.2009.00358.x.
  • YÖK (2021), "Turkish higher education statistics", available at https://istatistik.yok.gov.tr// (Accessed, 17 September 2021).

Kitle Kaynaklı Teslimatın Benimsenmesi: Bir Çevrimiçi Odak Grup Görüşmesi

Year 2022, Volume: 5 Issue: 1, 70 - 85, 28.04.2022
https://doi.org/10.51513/jitsa.1079504

Abstract

Bu araştırma, üniversite öğrencilerinin kitle kaynaklı teslimat algılarını araştırmayı ve bir tüketici ve bir sürücü olarak kitle kaynaklı teslimat platformunun kabulünü etkileyen faktörleri belirlemeyi amaçlamaktadır. Araştırma tasarımı, Türkiye’de üniversite öğrencilerinin kitle kaynaklı teslimata ilişkin algıları üzerine gerçekleştirilen nitel bir keşifsel durum çalışmasıdır. Veri toplamak için 35 üniversite öğrencisinin dahil olduğu odak grup görüşmeleri gerçekleştirilmiştir. Veriler altı çevrimiçi odak grup görüşmesini içermiş ve tematik analiz yöntemi kullanılarak analizleri gerçekleştirilmiştir. Verilerin inandırıcılık ve güvenirliğini arttırmak için araştırmacı çeşitlemesi kullanılmıştır. Bulgulara göre, tüketici olarak; performans beklentisi, fiyat duyarlılığı, sosyal etki ve algılanan risk ve bir sürücü olarak; gelir, çalışma ortamı ve algılanan risk, kitle kaynaklı teslimatın kabulünü etkilemektedir. Bulgular, kitle kaynaklı teslimat platformlarının, kitle kaynaklı teslimatın başlangıç aşamasında kabul oranını artırması ve diğer gelişmekte olan ülkeler için anlamlı bilgiler sağlaması açısından yararlıdır. Bu makale, gelişmekte olan bir ülkedeki bir grup üniversite öğrencisinin bakış açısıyla, giriş aşamasında öğrencilerin kitle kaynaklı teslimatı kabul etmesini etkileyen faktörlerin önemini ortaya koymaktadır.

References

  • Aitken, R., Watkins, L., & Kemp, S. (2019), "Envisioning a sustainable consumption future," Young Consumers, Vol. 20 No. 4, pp. 299-313. https://doi.org/10.1108/YC-12-2018-0905
  • Allen J., Browne M., & Holguín-veras J. (2015) Sustainability strategies for city logistics. In: Mckinnon a, Browne M, Whiteing a, Piecyk M (eds) green logistics (3rd edition). Kogan page, pp. 293-319
  • Archetti, C., Savelsbergh, M., & Speranza, M.G., (2015). "The vehicle routing problem with occasional drivers", European Journal of Operational Research, 254, pp. 472–480. http://dx.doi.org/10.1016/j. ejor.2016.03.049.
  • Berg, N., & Knights, M. (2021), Amazon: How the world's most relentless retailer will continue to revolutionize commerce, Kogan Page Publishers, London, England.
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2018). Shipping outside the box. Environmental impact and stakeholder analysis of a crowd logistics platform in Belgium. Journal of Cleaner Production, 202, pp. 806-816. https://doi.org/10.1016/j.jclepro.2018.08.210
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2021a). Who is interested in a crowdsourced last mile? A segmentation of attitudinal profiles. Travel Behaviour and Society, 22, pp. 22-31 https://doi.org/10.1016/j.tbs.2020.08.004
  • Buldeo Rai, H., Verlinde, S., & Macharis, C. (2021b). Unlocking the failed delivery problem? Opportunities and challenges for smart locks from a consumer perspective. Research in Transportation Economics, 87, 100753. https://doi.org/10.1016/j.retrec.2019.100753
  • Carbone, V., Rouquet A., & Roussat C. (2017), "The rise of crowd-logistics: a new way to co-create logistics value?", Journal of Business Logistics, 38(4), pp. 238-252 https://doi.org/10.1111/jbl.12164
  • Chawla, D., & Sondhi, N. (2016), Research methodology: Concepts and cases (2nd ed.), Vikas Publishing House, New Delhi, India.
  • Chen, P., & Chankov, S. M. (2017), "Crowdsourced delivery for last-mile distribution: An agent-based modelling and simulation approach", paper presented at the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10-13 December, 2017, Singapore, pp. 1271-1275. DOI: 10.1109/IEEM.2017.8290097
  • Chen, Y., Yu, J., Yang, S. & Wei, J. (2018), "Consumer's intention to use self-service parcel delivery service in online retailing: An empirical study", Internet Research, Vol. 28 No. 2, pp. 500-519. https://doi.org/10.1108/IntR-11-2016-0334
  • Cramer-Flood, E., (2020), "Global e-commerce 2020", available at https://www.emarketer.com/content/global-ecommerce-2020 (Accessed 2 November 2020)
  • Devari, A., Nikolaev, A. G., & He, Q. (2017), "Crowdsourcing the last mile delivery of online orders by exploiting the social networks of retail store customers", Transportation Research Part E: Logistics and Transportation Review, 105, pp. 105-122. https://doi.org/10.1016/j.tre.2017.06.011.
  • Ghajargar, M., Zenezini, G., & Montanaro, T. (2016), "Home delivery services: innovations and emerging needs", IFAC-PapersOnLine, 49(12), pp. 1371-1376. https://doi.org/10.1016/j.ifacol.2016.07.755
  • Goetting, E., & Handover, W. N. (2016), Crowd-shipping: Is crowd-sourced the secret recipe for delivery in the future?, German Industry and Commerce LTD/GCC, available at http://docplayer.net/38621729-Crowd-shipping-is-crowd-sourced-the-secret-recipe-for-delivery-in-the-future.html (Accessed 7 January, 2022)
  • Gundumogula, M. (2020), "Importance of Focus Groups in Qualitative Research", International Journal of Humanities and Social Science (IJHSS), 8(11), pp. 299-302. 10.24940/theijhss/2020/v8/i11/HS2011-082
  • Hancock, M. E. (2017), "The use of WordPress in online focus group studies", The Qualitative Report, 22(8), pp. 2273-2280, available at http://nsuworks.nova.edu/tqr/vol22/iss8/12 (Accessed 17 August, 2021)
  • Hayashi, K., Nemoto, T., & Visser, J.J., (2014), E-commerce and city logistics solution, Taniguchi and Thompson (Ed.s.) City Logistics: Mapping the Future vol. CRC Press, Boca Raton, FL, pp. 55-78.
  • Huang, L., Xie, G., Blenkinsopp, J., Huang, R., & Bin, H. (2020), "Crowdsourcing for sustainable urban logistics: Exploring the factors influencing crowd Workers' participative behavior", Sustainability, 12(8), 3091, https://doi.org/10.3390/su12083091
  • Kapser, S., & Abdelrahman, M. (2020), "Acceptance of autonomous delivery vehicles for last-mile delivery in Germany – Extending UTAUT2 with risk perceptions", Transportation Research Part C: Emerging Technologies, 111, pp. 210–225, https://doi:10.1016/j.trc.2019.12.016
  • Krueger, R. A., & Casey, M. A. (2002). 'Designing and conducting focus group interviews', Social Development Papers, No:36 pp. 4-23, , available at https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.607.4701&rep=rep1&type=pdf#page=10
  • Le, T. V., & Ukkusuri, S. V. (2018), "Crowd-shipping services for last mile delivery: Analysis from survey data in two countries. 97th Annual Meeting Transportation Research Board (No. 18-03779). January 7-11, 2018 in Washington, D.C. https://doi.org/10.1016/j.trip.2019.100008
  • Le, T. V., & Ukkusuri, S. V. (2019a). Modeling the willingness to work as crowd-shippers and travel time tolerance in emerging logistics services. Travel Behaviour and Society, 15, pp. 123–132. https://doi:10.1016/j.tbs.2019.02.001
  • Le, T. V., & Ukkusuri, S. V. (2019b), "Crowd-shipping services for last mile delivery: Analysis from American survey data", Transportation Research Interdisciplinary Perspectives, 1, 100008, https://doi.org/10.1016/j.trip.2019.100008.
  • Le, T. V., Stathopoulos, A., Van Woensel, T., & Ukkusuri, S. V. (2019), "Supply, demand, operations, and management of crowd-shipping services: A review and empirical evidence", Transportation Research Part C: Emerging Technologies, 103, pp. 83-103, https://doi.org/10.1016/j.trc.2019.03.023
  • McKinnon, A. (2016). Crowdshipping: A communal approach to reducing urban traffic levels, 41 Logistics White Paper 1/2016. Alan McKinnon, 42.
  • Miller, J., Nie, Y., & Stathopoulos, A., 2017. Crowdsourced Urban Package Delivery: Modeling Traveler Willingness to Work as Crowdshippers. Trans. Res. Rec. 2610. http://dx.doi.org/10.3141/2610-08.
  • Moroz, M., & Polkowski, Z., (2016), "The last mile issue and urban logistics: choosing parcel machines in the context of the ecological attitudes of the Y generation consumers purchasing online", Transp. Res. Procedia 16, pp. 378–393. https://doi.org/10.1016/j.trpro.2016.11.036
  • Morrison, D., Lichtenwald, K., & Tang, R. (2020), "Extending the online focus group method using web-based conferencing to explore older adults online learning", International Journal of Research & Method in Education, 43(1), pp. 78-92. https://doi.org/10.1080/1743727X.2019.1594183
  • Paloheimo, H., Lettenmeier, M., & Waris, H. (2016), "Transport reduction by crowdsourced deliveries–a library case in Finland", Journal of Cleaner Production, 132, pp. 240-251. https://doi.org/10.1016/j.jclepro.2015.04.103
  • Prince, M., & Davies, M. (2001), "Moderator teams: an extension to focus group methodology", Qualitative Market Research: An International Journal, 4 (4), pp. 207-216. https://doi.org/10.1108/EUM0000000005902
  • Punel, A., & Stathopoulos, A. (2017), "Modeling the acceptability of crowdsourced goods deliveries: Role of context and experience effects", Transportation Research Part E: Logistics and Transportation Review, 105, pp. 18-38, https://doi.org/10.1016/j.tre.2017.06.007
  • Punel, A., Ermagun, A., & Stathopoulos, A. (2018), "Studying determinants of crowd-shipping use", Travel Behaviour and Society, 12, pp. 30-40, https://doi.org/10.1016/j.tbs.2018.03.005
  • Rougès, J. F., & Montreuil, B. (2014). Crowdsourcing delivery: New interconnected business models to reinvent delivery. In 1st international physical internet conference (Vol. 1, pp. 1-19). https://doi.org/10.1016/j.jclepro.2018.08.210
  • Wicaksono, S., Lin, X., & Tavasszy, L. A. (2021). Market potential of bicycle crowdshipping: A two-sided acceptance analysis. Research in Transportation Business & Management, 100660. https://doi:10.1016/j.rtbm.2021.100660
  • Willis, K., Green, J., Daly, J., Williamson, L., & Bandyopadhyay, M., (2009). "Perils and possibilities: achieving best evidence from focus groups in public health research". Aust. N. Z. J. Public Health 33 (2), pp. 131-136. http://dx.doi.org/10.1111/ j.1753-6405.2009.00358.x.
  • YÖK (2021), "Turkish higher education statistics", available at https://istatistik.yok.gov.tr// (Accessed, 17 September 2021).
There are 37 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Halil Karlı 0000-0002-5366-9774

Sinem Savaş This is me 0000-0002-1113-6419

Mehmet Tanyaş 0000-0001-8934-3787

Early Pub Date April 20, 2022
Publication Date April 28, 2022
Submission Date February 27, 2022
Acceptance Date April 11, 2022
Published in Issue Year 2022 Volume: 5 Issue: 1

Cite

APA Karlı, H., Savaş, S., & Tanyaş, M. (2022). Adoption of crowdsourced delivery: An online focus group interview. Akıllı Ulaşım Sistemleri Ve Uygulamaları Dergisi, 5(1), 70-85. https://doi.org/10.51513/jitsa.1079504