An Analysis of Driving Factors of Collaboration in Handling Used Cell Phones as a Waste Management Practice

Siti Mahsanah Budijati, I Nyoman Pujawan, Hayati Mukti Asih


The handling of used cell phones in Indonesia is mostly carried out by informal actors, starting from second-hand market actors. However, the activities of the informal actors often endanger the environment and human health. To reduce the impact, some of the activities should be transferred to formal parties. This requires collaboration of both parties as a form of waste management, which previously has never been established. The objective of this study is to explore the driving factors of collaboration intention of informal actors in handling used cell phones with the formal ones. Data were collected using questionnaires distributed to second-hand market actors in five districts in the Special Region of Yogyakarta Province. In this study, three internal driving factors are considered, which are environmental attitude, management commitment, and financial benefits, as well as two external driving factors: government support and competitor pressure. The regression analysis in each region revealed that the most significant driving factors vary across different regions, such as government support in Gunungkidul, management commitment in Bantul, competitive pressure and government support in Kulonprogo, government support, management commitment, and financial benefit in Sleman, as well as environmental attitude and financial benefit in Yogyakarta City. From the structural equation modeling at the provincial level, it was found that financial benefit and government support were the most significant factors influencing the collaboration intentions of all informal actors. The results of this study can be used as a reference.


Doi: 10.28991/CEJ-2022-08-10-016

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Collaboration Intention; Driving Factors; Used Cell Phone; Waste Management.


Pourahmadi, A., Ebadi, T., & Nikazar, M. (2017). Industrial Wastes Risk Ranking with TOPSIS, Multi Criteria Decision Making Method. Civil Engineering Journal, 3(6), 372–381. doi:10.28991/cej-2017-00000098.

Chatterjee, S., & Kumar, K. (2009). Effective electronic waste management and recycling process involving formal and non-formal sectors. International Journal of Physical Sciences, 4(13), 893–905.

Chi, X., Streicher-Porte, M., Wang, M. Y. L., & Reuter, M. A. (2011). Informal electronic waste recycling: A sector review with special focus on China. Waste Management, 31(4), 731–742. doi:10.1016/j.wasman.2010.11.006.

Joseph, K. (2007). Electronic waste management in India–issues and strategies. Eleventh international waste management and landfill symposium, 1-5 October, 2007, Cagliari, Italy.

Realff, M. J., Raymond, M., & Ammons, J. C. (2004). E-waste. Materials Today, 7(1), 40–45. doi:10.1016/s1369-7021(04)00054-9.

Schwarzer, S., De Bono, A., Giuliani, G., Kluser, S., & Peduzzi, P. (2005). E-waste, the hidden side of IT equipment's manufacturing and use. Environmental Alert Bulletin, 5.

Robinson, B. H. (2009). E-waste: An assessment of global production and environmental impacts. Science of the Total Environment, 408(2), 183–191. doi:10.1016/j.scitotenv.2009.09.044.

Polák, M., & Drápalová, L. (2012). Estimation of end of life mobile phones generation: The case study of the Czech Republic. Waste Management, 32(8), 1583–1591. doi:10.1016/j.wasman.2012.03.028.

Orlins, S., & Guan, D. (2016). China’s toxic informal e-waste recycling: Local approaches to a global environmental problem. Journal of Cleaner Production, 114, 71–80. doi:10.1016/j.jclepro.2015.05.090.

Dadzie, D. K., Kaliluthin, A. K., & Raj Kumar, D. (2020). Exploration of waste plastic bottles use in construction. Civil Engineering Journal (Iran), 6(11), 2262–2272. doi:10.28991/cej-2020-03091616.

Gollakota, A. R. K., Gautam, S., & Shu, C. M. (2020). Inconsistencies of e-waste management in developing nations – Facts and plausible solutions. Journal of Environmental Management, 261, 110234. doi:10.1016/j.jenvman.2020.110234.

Shittu, O. S., Williams, I. D., & Shaw, P. J. (2021). Global E-waste management: Can WEEE make a difference? A review of e-waste trends, legislation, contemporary issues and future challenges. Waste Management, 120, 549–563. doi:10.1016/j.wasman.2020.10.016.

Isernia, R., Passaro, R., Quinto, I., & Thomas, A. (2019). The reverse supply chain of the e-waste management processes in a circular economy framework: Evidence from Italy. Sustainability (Switzerland), 11(8), 2430. doi:10.3390/su11082430.

Rautela, R., Arya, S., Vishwakarma, S., Lee, J., Kim, K. H., & Kumar, S. (2021). E-waste management and its effects on the environment and human health. Science of the Total Environment, 773, 145623. doi:10.1016/j.scitotenv.2021.145623.

Ilankoon, I. M. S. K., Ghorbani, Y., Chong, M. N., Herath, G., Moyo, T., & Petersen, J. (2018). E-waste in the international context – A review of trade flows, regulations, hazards, waste management strategies and technologies for value recovery. Waste Management, 82, 258–275. doi:10.1016/j.wasman.2018.10.018.

Li, B., Du, H. Z., Ding, H. J., & Shi, M. Y. (2011). E-waste recycling and related social issues in China. Energy Procedia, 5, 2527–2531. doi:10.1016/j.egypro.2011.03.434.

Kyere, V. N., Greve, K., Atiemo, S. M., Amoako, D., Aboh, I. J. K., & Cheabu, B. S. (2018). Contamination and health risk assessment of exposure to heavy metals in soils from informal e-waste recycling site in Ghana. Emerging Science Journal, 2(6), 428–436. doi:10.28991/esj-2018-01162.

Wilson, D. C. (2007). Development drivers for waste management. Waste Management and Research, 25(3), 198–207. doi:10.1177/0734242X07079149.

Budijati, S.M., Subagyo, Wibisono, M.A., Masruroh, N.A. (2015). A Study of Consumers’ Post Consumption Behaviour for Mobile Phone in Indonesia. Industrial Engineering, Management Science and Applications 2015, Lecture Notes in Electrical Engineering, 349. Springer, Berlin, Germany. doi:10.1007/978-3-662-47200-2_60.

Simatupang, T. M., & Sridharan, R. (2002). The Collaborative Supply Chain. The International Journal of Logistics Management, 13(1), 15–30. doi:10.1108/09574090210806333.

Dung, L. T. (2015). Factors Affecting the Collaboration in Supply Chain of Mechanical Enterprises in Vietnam. International Journal of Managing Value and Supply Chains, 6(4), 17–29. doi:10.5121/ijmvsc.2015.6402.

Hudnurkar, M., Jakhar, S., & Rathod, U. (2014). Factors Affecting Collaboration in Supply Chain: A Literature Review. Procedia - Social and Behavioral Sciences, 133, 189–202. doi:10.1016/j.sbspro.2014.04.184.

Soita, N. M. (2015). Factors affecting supply chain collaboration in government ministries in Kenya. Master Thesis, University of Nairobi, Nairobi, Kenya.

Wu, I. L., & Chiu, M. L. (2018). Examining supply chain collaboration with determinants and performance impact: Social capital, justice, and technology use perspectives. International Journal of Information Management, 39, 5–19. doi:10.1016/j.ijinfomgt.2017.11.004.

Maheswari, H., Yudoko, G., & Adhiutama, A. (2019). Government and intermediary business engagement for controlling electronic waste in Indonesia: A sustainable reverse logistics theory through customer value chain analysis. Sustainability (Switzerland), 11(3), 732. doi:10.3390/su11030732.

Ezeah, C., Fazakerley, J. A., & Roberts, C. L. (2013). Emerging trends in informal sector recycling in developing and transition countries. Waste Management, 33(11), 2509–2519. doi:10.1016/j.wasman.2013.06.020.

Sasaki, S., Araki, T., Tambunan, A. H., & Prasadja, H. (2014). Household income, living and working conditions of dumpsite waste pickers in Bantar Gebang: Toward integrated waste management in Indonesia. Resources, Conservation and Recycling, 89, 11–21. doi:10.1016/j.resconrec.2014.05.006.

Wilson, D. C., Araba, A. O., Chinwah, K., & Cheeseman, C. R. (2009). Building recycling rates through the informal sector. Waste Management, 29(2), 629–635. doi:10.1016/j.wasman.2008.06.016.

Li, R. C., & Tee, T. J. C. (2012). A Reverse Logistics Model For Recovery Options Of E-waste Considering the Integration of the Formal and Informal Waste Sectors. Procedia - Social and Behavioral Sciences, 40, 788–816. doi:10.1016/j.sbspro.2012.03.266.

Leszczynska, A. (2010). Manager’s attitude toward environment. Industrial Management and Data Systems, 110(8), 1234–1250. doi:10.1108/02635571011077852.

Lopez-Gamero, M. D., Molina-Azorin, J. F., & Claver-Cortes, E. (2011). The relationship between managers’ environmental perceptions, environmental management and firm performance in Spanish hotels: A whole framework. International Journal of Tourism Research, 13(2), 141–163. doi:10.1002/jtr.805.

Nambiar, P., & Chitty, N. (2014). Meaning making by managers: Corporate discourse on environment and sustainability in India. Journal of Business Ethics, 123(3), 493–511. doi:10.1007/s10551-013-1848-2.

Ye, F., Zhao, X., Prahinski, C., & Li, Y. (2013). The impact of institutional pressures, top managers’ posture and reverse logistics on performance - Evidence from China. International Journal of Production Economics, 143(1), 132–143. doi:10.1016/j.ijpe.2012.12.021.

Fraj-Andrés, E., Martínez-Salinas, E., & Matute-Vallejo, J. (2009). Factors affecting corporate environmental strategy in Spanish industrial Firms. Business Strategy and the Environment, 18(8), 500–514. doi:10.1002/bse.611.

He, Z. X., Shen, W. X., Li, Q. bin, Xu, S. C., Zhao, B., Long, R. Y., & Chen, H. (2018). Investigating external and internal pressures on corporate environmental behavior in papermaking enterprises of China. Journal of Cleaner Production, 172, 1193–1211. doi:10.1016/j.jclepro.2017.10.115.

Testa, F., Gusmerottia, N. M., Corsini, F., Passetti, E., & Iraldo, F. (2016). Factors Affecting Environmental Management by Small and Micro Firms: The Importance of Entrepreneurs’ Attitudes and Environmental Investment. Corporate Social Responsibility and Environmental Management, 23(6), 373–385. doi:10.1002/csr.1382.

Yen, Y. X., & Yen, S. Y. (2012). Top-management’s role in adopting green purchasing standards in high-tech industrial firms. Journal of Business Research, 65(7), 951–959. doi:10.1016/j.jbusres.2011.05.002.

Janmaimool, P., & Khajohnmanee, S. (2019). Roles of environmental system knowledge in promoting university students’ environmental attitudes and pro-environmental behaviors. Sustainability (Switzerland), 11(16), 4270. doi:10.3390/su11164270.

Chan, E. S. W., Hon, A. H. Y., Okumus, F., & Chan, W. (2017). An Empirical Study of Environmental Practices and Employee Ecological Behavior in the Hotel Industry. Journal of Hospitality and Tourism Research, 41(5), 585–608. doi:10.1177/1096348014550873.

Arshad, M., Abid, G., Contreras, F., Elahi, N. S., & Ahmed, S. (2022). Greening the hospitality sector: Employees’ environmental and job attitudes predict ecological behavior and satisfaction. International Journal of Hospitality Management, 102, 103173. doi:10.1016/j.ijhm.2022.103173.

Okumus, F., Köseoglu, M. A., Chan, E., Hon, A., & Avci, U. (2019). How do hotel employees’ environmental attitudes and intentions to implement green practices relate to their ecological behavior? Journal of Hospitality and Tourism Management, 39, 193–200. doi:10.1016/j.jhtm.2019.04.008.

Long, X., Chen, Y., Du, J., Oh, K., Han, I., & Yan, J. (2017). The effect of environmental innovation behavior on economic and environmental performance of 182 Chinese firms. Journal of Cleaner Production, 166, 1274–1282. doi:10.1016/j.jclepro.2017.08.070.

Tariq, M., Yasir, M., & Majid, A. (2020). Promoting employees’ environmental performance in hospitality industry through environmental attitude and ecological behavior: Moderating role of managers’ environmental commitment. Corporate Social Responsibility and Environmental Management, 27(6), 3006–3017. doi:10.1002/csr.2019.

Zientara, P., & Zamojska, A. (2018). Green organizational climates and employee pro-environmental behaviour in the hotel industry. Journal of Sustainable Tourism, 26(7), 1142–1159. doi:10.1080/09669582.2016.1206554.

El-Kassar, A. N., & Singh, S. K. (2019). Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices. Technological Forecasting and Social Change, 144, 483–498. doi:10.1016/j.techfore.2017.12.016.

Yusliza, M. Y., Norazmi, N. A., Jabbour, C. J. C., Fernando, Y., Fawehinmi, O., & Seles, B. M. R. P. (2019). Top management commitment, corporate social responsibility and green human resource management: A Malaysian study. Benchmarking, 26(6), 2051–2078. doi:10.1108/BIJ-09-2018-0283.

Ateş, M. A., Bloemhof, J., Van Raaij, E. M., & Wynstra, F. (2012). Proactive environmental strategy in a supply chain context: The mediating role of investments. International Journal of Production Research, 50(4), 1079–1095. doi:10.1080/00207543.2011.555426.

Ghazilla, R. A. R., Sakundarini, N., Abdul-Rashid, S. H., Ayub, N. S., Olugu, E. U., & Musa, S. N. (2015). Drivers and Barriers Analysis for Green Manufacturing Practices in Malaysian SMEs: A Preliminary Findings. Procedia CIRP, 26, 658–663. doi:10.1016/j.procir.2015.02.085.

Nordin, N., Ashari, H., & Hassan, M. G. (2014). Drivers and barriers in sustainable manufacturing implementation in Malaysian manufacturing firms. 2014 IEEE International Conference on Industrial Engineering and Engineering Management. doi:10.1109/ieem.2014.7058726.

Bhatia, M. S., & Jakhar, S. K. (2021). The effect of environmental regulations, top management commitment, and organizational learning on green product innovation: Evidence from automobile industry. Business Strategy and the Environment, 30(8), 3907–3918. doi:10.1002/bse.2848.

Burki, U., Ersoy, P., & Najam, U. (2019). Top management, green innovations, and the mediating effect of customer cooperation in green supply chains. Sustainability (Switzerland), 11(4), 1031. doi:10.3390/su11041031.

Lee, J., & Joo, H. Y. (2020). The impact of top management’s support on the collaboration of green supply chain participants and environmental performance. Sustainability (Switzerland), 12(21), 1–20. doi:10.3390/su12219090.

Maheswari, H., Yudoko, G., Adhiutama, A., & Agustina, H. (2020). Sustainable reverse logistics scorecards for the performance measurement of informal e-waste businesses. Heliyon, 6(9), 4834. doi:10.1016/j.heliyon.2020.e04834.

Paula, I. C. de, Campos, E. A. R. de, Pagani, R. N., Guarnieri, P., & Kaviani, M. A. (2020). Are collaboration and trust sources for innovation in the reverse logistics? Insights from a systematic literature review. Supply Chain Management, 25(2), 176–222. doi:10.1108/SCM-03-2018-0129.

Shevchenko, T., Laitala, K., & Danko, Y. (2019). Understanding consumer e-waste recycling behavior: Introducing a new economic incentive to increase the collection rates. Sustainability (Switzerland), 11(9), 2656. doi:10.3390/su11092656.

Henriques, J., & Catarino, J. (2016). Motivating towards energy efficiency in small and medium enterprises. Journal of Cleaner Production, 139, 42–50. doi:10.1016/j.jclepro.2016.08.026.

Kudłak, R. (2017). Drivers of corporate environmentalism: The case of the Polish economy in transition. Journal of Cleaner Production, 142, 3194–3203. doi:10.1016/j.jclepro.2016.10.150.

Meath, C., Linnenluecke, M., & Griffiths, A. (2016). Barriers and motivators to the adoption of energy savings measures for small- and medium-sized enterprises (SMEs): the case of the Climate Smart Business Cluster program. Journal of Cleaner Production, 112, 3597–3604. doi:10.1016/j.jclepro.2015.08.085.

Wang, Z., Wang, Q., Zhang, S., & Zhao, X. (2018). Effects of customer and cost drivers on green supply chain management practices and environmental performance. Journal of Cleaner Production, 189, 673–682. doi:10.1016/j.jclepro.2018.04.071.

Lee, S. Y. (2008). Drivers for the participation of small and medium-sized suppliers in green supply chain initiatives. Supply Chain Management, 13(3), 185–198. doi:10.1108/13598540810871235.

Tatoglu, E., Bayraktar, E., & Arda, O. A. (2015). Adoption of corporate environmental policies in Turkey. Journal of Cleaner Production, 91, 313–326. doi:10.1016/j.jclepro.2014.12.039.

Moktadir, M. A., Rahman, T., Rahman, M. H., Ali, S. M., & Paul, S. K. (2018). Drivers to sustainable manufacturing practices and circular economy: A perspective of leather industries in Bangladesh. Journal of Cleaner Production, 174(10), 1366–1380. doi:10.1016/j.jclepro.2017.11.063.

Dai, J., Chan, H. K., & Yee, R. W. Y. (2018). Examining moderating effect of organizational culture on the relationship between market pressure and corporate environmental strategy. Industrial Marketing Management, 74, 227–236. doi:10.1016/j.indmarman.2018.05.003.

Nugroho, M. A. (2015). Impact of Government Support and Competitor Pressure on the Readiness of SMEs in Indonesia in Adopting the Information Technology. Procedia Computer Science, 72, 102–111. doi:10.1016/j.procs.2015.12.110.

Weng, H. H. R., Chen, J. S., & Chen, P. C. (2015). Effects of green innovation on environmental and corporate performance: A stakeholder perspective. Sustainability (Switzerland), 7(5), 4997–5026. doi:10.3390/su7054997.

Chiou, T. Y., Chan, H. K., Lettice, F., & Chung, S. H. (2011). The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in Taiwan. Transportation Research Part E: Logistics and Transportation Review, 47(6), 822–836. doi:10.1016/j.tre.2011.05.016.

Ajzen, I. (2002). Constructing a TPB questionnaire: Conceptual and methodological considerations. Available online: (accessed on May 2022).

Wilayah, L. (2021). An area-National Land Agency Vertical Data. Available online: data_dasar/index/422-luas-wilayah (accessed on August 2022).

Penduduk (2022). Residents-Central Bureau of Statistics Vertical Data. Available online: data_dasar/index/701-penduduk (accessed on June 2022).

Kabupaten Bantul - Data Umum (2022).Geographical Conditions of Bantul Regency. Bantul Regency Government Portal. Available online: (accessed on August 2022).

Pemerintah Kabupaten Kulon Progo (2022). Geographical. Kulon Progo Regency Government Portal. Available online: (accessed on April 2022).

Pemerintah Kabupaten Sleman (2022). Administrative Region. Sleman Regency Government Portal. Available online: (accessed on August 2022).

Portal Berita Pemerintah Kota Yogyakarta (2022). Kondisi Geografis Kota Yogyakarta,” Portal Pemerintah Kota Yogyakarta. Available online: (accessed on May 2022).

Barr, S., & Gilg, A. W. (2007). A conceptual framework for understanding and analyzing attitudes towards environmental behaviour. Geografiska Annaler, Series B: Human Geography, 89(4), 361–379. doi:10.1111/j.1468-0467.2007.00266.x.

Latif, S. A., Omar, M. S., Bidin, Y. H., & Awang, Z. (2012). Environmental Problems and Quality of Life: Situational Factor as a Predictor of Recycling Behaviour. Procedia - Social and Behavioral Sciences, 35, 682–688. doi:10.1016/j.sbspro.2012.02.137.

Wang, W., Li, X., & Li, H. (2011). Empirical research of the environmental responsibility affected on the urban residential housing energy saving investment behavior. Energy Procedia, 5, 991–997. doi:10.1016/j.egypro.2011.03.175.

Yin, J., Gao, Y., & Xu, H. (2014). Survey and analysis of consumers’ behaviour of waste mobile phone recycling in China. Journal of Cleaner Production, 65, 517–525. doi:10.1016/j.jclepro.2013.10.006.

Nguyen, H. T. T., Hung, R. J., Lee, C. H., & Nguyen, H. T. T. (2019). Determinants of residents’ E-waste recycling behavioral intention: A case study from Vietnam. Sustainability (Switzerland), 11(1), 164. doi:10.3390/su11010164.

Riva, F., Gani, M. O., & Osman Gani, M. (2020). Effect of Customer and Competitor Pressure on Environmental Performance of Upscale Hotels in Bangladesh. Jahangirnagar University Journal of Business Research (JUJBR), 21, 193–212.

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DOI: 10.28991/CEJ-2022-08-10-016


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