Exploring Enabling Factors of E-Recruitment Adoption in the Public Sector and Its Contribution to Public Value Creation
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Background: E-recruitment systems are increasingly prevalent in the public sector to improve candidate outreach and enhance transparency. Despite their potential, users remain skeptical due to challenges such as recruitment fraud and limited system availability, especially in developing countries like Indonesia. Consequently, it remains unclear how much e-recruitment systems contribute to public value creation. This uncertainty is mainly because there is a lack of research that directly explores the relationship between these systems and public value creation in the public sector, especially in developing countries.
Objective: This research aims to examine the factors that influence the use of e-recruitment systems in the public sector and the impact into creation of public values.
Methods: This quantitative study collected data from 408 respondents via an online survey, all of whom had used Indonesian National Civil Service Agency's e-recruitment system. Data were analyzed using the Partial Least Square—Structural Equation Model (PLS-SEM) method.
Results: The study revealed that system, information, and service quality have a positive impact on perceived usefulness and perceived ease of use and have a positive impact on the use of the e-recruitment system. It also shows that the adoption of an e-recruitment system gives a positive impact on public value creation.
Conclusion: This research highlights the critical role of system information quality in fostering e-recruitment adoption and its positive impact on public value creation in the public sector. These findings enrich previous studies that have not yet explored the direct relationship between the use of e-recruitment systems and public value creation. Future research may investigate technological aspects, like artificial intelligence and virtual reality, that could enhance user experience and the adoption of e-recruitment systems in the public sector.
Keywords: E-recruitment, PLS-SEM, Information System Success Model, Technology Acceptance Model, Public Value Theory
[1] A. K. AbdulKareem, K. A. Oladimeji, A. A. Ishola, M. L. Bello, A. Y. Umar, and A. Adejumo, “Investigating ICT Adoption and Public Value of E-Recruitment in The Public Sector: The Role of Social Media Use,” International Journal of Public Sector Management, vol. 37, no. 2, pp. 284–304, Feb. 2024, doi: 10.1108/IJPSM-10-2023-0307.
[2] A. K. Abdulkareem and R. M. Ramli, “Does Trust in E-Government Influence The Performance of E-Government? An Integration of Information System Success Model and Public Value Theory,” Transforming Government: People, Process and Policy, vol. 16, no. 1, pp. 1–17, Feb. 2022, doi: 10.1108/TG-01-2021-0001.
[3] J. D. Twizeyimana and A. Andersson, “The Public Value of E-Government – A Literature Review,” Government Information Quarterly, vol. 36, no. 2, pp. 167–178, Apr. 2019, doi: 10.1016/j.giq.2019.01.001.
[4] I. Mensah, G. Zeng, and D. Mwakapesa, “Understanding the Drivers of the Public Value of E-Government: Validation of a Public Value E-Government Adoption Model,” Front. Psychol, vol. 13, no. 962615, pp. 1–17, 2022, doi: 10.3389/fpsyg.2022.962615.
[5] G. Koman, D. Toman, R. Jankal, and P. Boršoš, “The Importance of e-Recruitment within a Smart Government Framework,” Systems, vol. 12, no. 71, pp. 1–28, 2024, doi: 10.3390/systems12030071.
[6] G. Ogunniye et al., “Understanding User Perceptions of Trustworthiness in E-Recruitment Systems,” IEEE Internet Computing, vol. 25, no. 6, pp. 23–32, 2021, doi: 10.1109/MIC.2021.3115670.
[7] A. K. AbdulKareem, K. A. Oladimeji, A. A. Ishola, M. L. Bello, A. Y. Umar, and A. Adejumo, “Investigating ICT Adoption and Public Value of E-Recruitment in The Public Sector: The Role of Social Media Use,” International Journal of Public Sector Management, vol. 37, no. 2, pp. 284–304, Feb. 2024, doi: 10.1108/IJPSM-10-2023-0307.
[8] G. Kanagavalli, R. Seethalakshmi, and T. Sowdamini, “A Systematic Review of Literature on Recruitment and Selection Process,” Humanities and Social Sciences Reviews, vol. 7, no. 2, pp. 1–9, Mar. 2019, doi: 10.18510/hssr.2019.721.
[9] P. Rao, “E-Recruitment in Emerging Economies,” in Global Business, IGI Global, 2011, pp. 635–642. doi: 10.4018/978-1-60960-587-2.ch306.
[10] N. A. Jamil and S. Sopiah, “Analysis of Implementation E-Recruitment on HRM: Systematic Literature Review,” Journal of Economics, Finance and Management Studies, vol. 05, no. 11, pp. 3250–3259, Nov. 2022, doi: 10.47191/jefms/v5-i11-14.
[11] I. A. Kubar, U. Sumayya, U. Amen, and M. Mubeen, “Impact of E-Recruitment on the Effectiveness of Human Resource Department in Private HEIs in Pakistan,” Journal of Entrepreneurship, Management, and Innovation, vol. 3, no. 2, pp. 284–304, Jul. 2021, doi: 10.52633/jemi.v3i2.77.
[12] R. D. Johnson, D. L. Stone, and K. M. Lukaszewski, “The Benefits of eHRM and AI for Talent Acquisition,” Journal of Tourism Futures, vol. 7, no. 1, pp. 40–52, Jun. 2021, doi: 10.1108/JTF-02-2020-0013.
[13] G. Ogunniye et al., “Understanding User Perceptions of Trustworthiness in E-Recruitment Systems,” IEEE Internet Computing, vol. 25, no. 6, pp. 23–32, 2021, doi: 10.1109/MIC.2021.3115670.
[14] Dr. A. Rasool and S. N. Sadaat, “Effects of e-recruitment on performance of government sector organizations,” International Journal of Research in Human Resource Management, vol. 6, no. 1, pp. 130–135, Jan. 2024, doi: 10.33545/26633213.2024.v6.i1b.181.
[15] R. J. Ibrahim, L. O. Omar, and S. A. Salih, “The government’s role in moving towards electronic employment: The Kurdistan Regional Government of Iraq as a model for the period (2018-2021),” ZANCO Journal of Humanity Sciences, vol. 27, no. 4, Jul. 2023, doi: 10.21271/zjhs.27.3.10.
[16] M. Nikitha, “A Study on Effectiveness of E-Recruitment Method in IT Industries in Bangalore City, India,” International Journal for Research in Applied Science and Engineering Technology, vol. 10, no. 8, pp. 1823–1831, Aug. 2022, doi: 10.22214/ijraset.2022.46519.
[17] G. K. Avianto, F. Elliyana, and D. I. Sensuse, “Satisfaction Factors of Indonesian National Civil Servant Recruitment System,” in 2021 9th International Conference on Information and Communication Technology (ICoICT), IEEE, 2021, pp. 371–376. doi: 10.1109/ICoICT52021.2021.9527470.
[18] E. Wahyudi and S. M. Park, “Unveiling the Value Creation Process of Electronic Human Resource Management,” Public Personnel Management, vol. 43, no. 1, pp. 83–117, Mar. 2014, doi: 10.1177/0091026013517555.
[19] K. M. G. Lopes, M. A. Macadar, and E. M. Luciano, “Key drivers for public value creation enhancing the adoption of electronic public services by citizens,” International Journal of Public Sector Management, vol. 32, no. 5, pp. 546–561, 2019, doi: 10.1108/IJPSM-03-2018-0081.
[20] Z. R. Mshanga, “The Implementation of e-government in Tanzanian Public Sector: A Sase of e-recruitment in The Public Service Recruitment Secretariat,” The University of Dodoma, 2020.
[21] H. Alhanatleh, K. Aboalganam, and H. Awad, “Electronic Government Public Value of Public Institutions in Jordan,” International Journal of Data and Network Science, vol. 6, no. 1, pp. 27–36, 2021, doi: 10.5267/J.IJDNS.2021.10.007.
[22] H. Alhanatleh, M. Alghizzawi, Z. Alhawamdeh, B. Alkhlaifat, Z. Alabaddi, and O. Al-Kasasbeh, “Public Value of Using Fintech Services’ Mobile Applications: Citizens’ Perspective in a Jordan Setting,” Uncertain Supply Chain Management, vol. 12, pp. 1317–1330, 2024, doi: 10.5267/j.uscm.2023.11.005.
[23] M. Mellouli, F. Bouaziz, and O. Bentahar, “E-Government Success Assessment From a Public Value Perspective,” International Review of Public Administration, vol. 25, no. 3, pp. 153–174, 2020, doi: 10.1080/12294659.2020.1799517.
[24] W. H. DeLone and E. R. McLean, “Information Systems Success Measurement,” Foundations and Trends® in Information Systems, vol. 2, no. 1, pp. 1–116, 2016, doi: 10.1561/2900000005.
[25] F. D. Davis, “Perceived Usefulness , Perceived Ease of Use , and User Acceptance of Technology Information,” MIS quarterly, pp. 319–340, 1989.
[26] M. H. Moore, Creating public value: Strategic management in government. Harvard university press, 1997.
[27] T. Ahn, S. Ryu, and I. Han, “The impact of Web quality and playfulness on user acceptance of online retailing,” Information & Management, vol. 44, pp. 263–275, 2007, doi: 10.1016/j.im.2006.12.008.
[28] S. Hosain, A. H. M. M. Arefin, and A. Hossin, “E-recruitment : A social media perspective,” Asian Journal of Economics, Business and Accounting, vol. 16, no. 4, pp. 51–62, 2020, doi: 10.9734/AJEBA/2020/v16i430248.
[29] G. Kanagavalli, R. Seethalakshmi, and T. Sowdamini, “A Systematic Review of Literature on Recruitment and Selection Process,” Humanities and Social Sciences Reviews, vol. 7, no. 2, pp. 1–9, Mar. 2019, doi: 10.18510/hssr.2019.721.
[30] S. Hosain, A. H. M. M. Arefin, and A. Hossin, “E-recruitment : A social media perspective,” Asian Journal of Economics, Business and Accounting, vol. 16, no. 4, pp. 51–62, 2020, doi: 10.9734/AJEBA/2020/v16i430248.
[31] R. Pillai and B. Sivathanu, “Adoption of artificial intelligence (AI) for talent acquisition in IT / ITeS organizations,” Benchmarking: An International Journal, vol. 27, no. 9, pp. 2599–2629, 2020, doi: 10.1108/BIJ-04-2020-0186.
[32] A. Y. Saad and J. Itika, “An Investigation of the Transformation Process from Manual to E-Recruitment in Tanzania Public Service,” Public Policy and Administration, vol. 9, no. 1, pp. 1–19, 2024, doi: 10.47604/jppa.2254.
[33] P. Rao, “E-Recruitment in Emerging Economies,” in Global Business, IGI Global, 2011, pp. 635–642. doi: 10.4018/978-1-60960-587-2.ch306.
[34] N. A. Jamil and S. Sopiah, “Analysis of Implementation E-Recruitment on HRM: Systematic Literature Review,” Journal of Economics, Finance and Management Studies, vol. 05, no. 11, pp. 3250–3259, Nov. 2022, doi: 10.47191/jefms/v5-i11-14.
[35] I. A. Kubar, U. Sumayya, U. Amen, and M. Mubeen, “Impact of E-Recruitment on the Effectiveness of Human Resource Department in Private HEIs in Pakistan,” Journal of Entrepreneurship, Management, and Innovation, vol. 3, no. 2, pp. 284–304, Jul. 2021, doi: 10.52633/jemi.v3i2.77.
[36] R. D. Johnson, D. L. Stone, and K. M. Lukaszewski, “The Benefits of eHRM and AI for Talent Acquisition,” Journal of Tourism Futures, vol. 7, no. 1, pp. 40–52, Jun. 2021, doi: 10.1108/JTF-02-2020-0013.
[37] Arifuzzaman, S. Islam, Y. Masum, and J. S. Anonna, “The Use of E-Recruitment Process with the Comparison of Traditional Recruitment Process in Bangladesh: A Case Study on BRAC Bank Ltd,” Education, Management and Development Studies, pp. 15–25, 2023, doi: 10.52631/jemds.v3i2.191.
[38] A. H. AL-Qassem, K. Agha, M. Vij, H. Elrehail, and R. Agarwal, “Leading Talent Management: Empirical investigation on Applicant Tracking System (ATS) on E-Recruitment Performance,” in 2023 International Conference on Business Analytics for Technology and Security (ICBATS), IEEE, 2023, pp. 1–5. doi: 10.1109/ICBATS57792.2023.10111172.
[39] J. D. Twizeyimana and A. Andersson, “The Public Value of E-Government – A Literature Review,” Government Information Quarterly, vol. 36, no. 2, pp. 167–178, Apr. 2019, doi: 10.1016/j.giq.2019.01.001.
[40] W. Castelnovo, “A Stakeholder Based Approach to Public Value,” in Proceedings of the 11th European Conference on e-Government, ECEG, 2013, pp. 94–101.
[41] M. H. Moore, Creating public value: Strategic management in government. Harvard university press, 1997.
[42] I. Mensah, G. Zeng, and D. Mwakapesa, “Understanding the Drivers of the Public Value of E-Government: Validation of a Public Value E-Government Adoption Model,” Front. Psychol, vol. 13, no. 962615, pp. 1–17, 2022, doi: 10.3389/fpsyg.2022.962615.
[43] K. Karunasena and H. Deng, “Critical Factors for Evaluating the Public Value of E-Government in Sri Lanka,” Government Information Quarterly, vol. 29, no. 1, pp. 76–84, 2012, doi: 10.1016/j.giq.2011.04.005.
[44] S. R. Chohan, G. Hu, W. Si, and A. T. Pasha, “Synthesizing E-Government Maturity Model: A Public Value Paradigm Towards Digital Pakistan,” Transforming Government: People, Process and Policy, vol. 14, no. 3, pp. 495–522, 2020, doi: 10.1108/TG-11-2019-0110.
[45] F. Bannister and R. Connolly, “ICT, public values and transformative government: A framework and programme for research,” Government Information Quarterly, vol. 31, no. 1, pp. 119–128, 2014, doi: 10.1016/j.giq.2013.06.002.
[46] S. R. Chohan, G. Hu, W. Si, and A. T. Pasha, “Synthesizing E-Government Maturity Model: A Public Value Paradigm Towards Digital Pakistan,” Transforming Government: People, Process and Policy, vol. 14, no. 3, pp. 495–522, 2020, doi: 10.1108/TG-11-2019-0110.
[47] P. Panagiotopoulosa, B. Klievink, and A. Cordella, “Public value creation in digital government,” Government Information Quarterly, vol. 36, pp. 1–8, 2019, doi: 10.1016/j.giq.2019.101421.
[48] G. Mwangi and G. Kamau, “Public Value Creation Through Electronic Human Resource Management In Public Sector : A Mixed Methods Approach,” International Journal of Science, Technology & Management, vol. 5, no. 3, pp. 566–575, 2024, doi: 10.46729/ijstm.v5i3.1090.
[49] G. Maragno, L. Gastaldi, and M. Corso, “E-Government for Public Values Creation: A Systematic Literature Review,” in ACM International Conference Proceeding Series, 2021, pp. 386–397. doi: 10.1145/3463677.3463692.
[50] I. Kearns, Public Value and E-Government. 2004.
[51] E. Fukumoto and B. Bozeman, “Public Values Theory : What Is Missing ?,” The American Review of Public Administration, vol. 49, no. 6, pp. 635–648, 2019, doi: 10.1177/0275074018814244.
[52] H. Alhanatleh, M. Alghizzawi, Z. Alhawamdeh, B. Alkhlaifat, Z. Alabaddi, and O. Al-Kasasbeh, “Public Value of Using Fintech Services’ Mobile Applications: Citizens’ Perspective in a Jordan Setting,” Uncertain Supply Chain Management, vol. 12, pp. 1317–1330, 2024, doi: 10.5267/j.uscm.2023.11.005.
[53] H. Alhanatleh, K. Aboalganam, and H. Awad, “Electronic Government Public Value of Public Institutions in Jordan,” International Journal of Data and Network Science, vol. 6, no. 1, pp. 27–36, 2021, doi: 10.5267/J.IJDNS.2021.10.007.
[54] M. Mellouli, F. Bouaziz, and O. Bentahar, “E-Government Success Assessment From a Public Value Perspective,” International Review of Public Administration, vol. 25, no. 3, pp. 153–174, 2020, doi: 10.1080/12294659.2020.1799517.
[55] W. A. Hammood, S. M. Asmara, R. A. Arshah, O. A. Hammood, H. Al-Halbusi, and M. A. Al-Sharafi, “Factors Influencing the Success of Information Systems in Flood Early Warning and Response Systems Context,” Telecommunication, Computing, Electronics and Control, vol. 18, no. 6, pp. 2956–2961, 2020, doi: 10.12928/TELKOMNIKA.v18i6.14666.
[56] W. H. Delone and E. R. Mclean, “The DeLone and McLean Model of Information Systems Success : A Ten-Year Update,” Journal of Management Information System, vol. 19, no. 4, pp. 9–30, 2003, doi: 10.1080/07421222.2003.11045748.
[57] Z. Thabet, S. Albashtawi, H. Ansari, M. Al-Emran, M. A. Al-Sharafi, and A. A. Alqudah, “Exploring the Factors Affecting Telemedicine Adoption by Integrating UTAUT2 and IS Success Model : A Hybrid SEM – ANN Approach,” IEEE Transactions on Engineering Management, vol. 71, pp. 8938–8950, 2024, doi: 10.1109/TEM.2023.3296132.
[58] W. H. Delone and E. R. Mclean, “The DeLone and McLean Model of Information Systems Success : A Ten-Year Update,” Journal of Management Information System, vol. 19, no. 4, pp. 9–30, 2003, doi: 10.1080/07421222.2003.11045748.
[59] M. Alshurideh, S. A. Salloum, B. Al-Kurdi, A. A. Monem, and K. Shaalan, “Understanding the Quality Determinants that Influence the Intention to Use the Mobile Learning Platforms : A Practical Study,” International Journal of Interactive Mobile Technologies, vol. 13, no. 11, pp. 157–183, 2019, doi: 10.3991/ijim.v13i11.10300.
[60] J. C. Lin and H. Lu, “Towards an understanding of the behavioural intention to use a web site,” International Journal of Information Management, vol. 20, no. 3, pp. 197–208, 2000, doi: 10.1016/S0268-4012(00)00005-0.
[61] T. Ahn, S. Ryu, and I. Han, “The impact of Web quality and playfulness on user acceptance of online retailing,” Information & Management, vol. 44, pp. 263–275, 2007, doi: 10.1016/j.im.2006.12.008.
[62] A. Ameen and O. Isaac, “Impact of System Quality, Information Quality, and Service Quality on Actual Usage of Smart Government,” in 2019 First International Conference of Intelligent Computing and Engineering (ICOICE), IEEE, 2019, pp. 1–6. doi: 10.1109/ICOICE48418.2019.9035144.
[63] F. T. Hartanti, J. H. Abawajy, M. Chowdhury, W. Shalannanda, and F. T. Hartanti, “Citizens’ Trust Measurement in Smart Government Services,” IEEE Access, vol. 9, pp. 150663–150676, 2021, doi: 10.1109/ACCESS.2021.3124206.
[64] M.-I. R. M. Jaradat, A. A. Mustofa, and A. M. Al-Mashaqba, “Exploring Perceived Risk, Perceived Trust, Perceived Quality and the Innovative Characteristics in the Adoption of Smart Government Services in Jordan,” International Journal of Mobile Communications, vol. 16, no. 4, pp. 399–439, 2018, doi: 10.1504/IJMC.2018.092669.
[65] J. Martins et al., “Assessing the Success Behind the Use of Education Management Information Systems in Higher Education,” Telematics and Informatics, vol. 38, no. September 2018, pp. 182–193, 2019, doi: 10.1016/j.tele.2018.10.001.
[66] M. Al-Okaily and A. Al-Okaily, “An Empirical Assessment of Enterprise Information Systems Success in a Developing Country: The Jordanian Experience,” The TQM Journal, vol. 34, no. 6, pp. 1958–1975, 2022, doi: 10.1108/TQM-09-2021-0267.
[67] N. Veeramootoo, R. Nunkoo, and Y. K. Dwivedi, “What Determines Success of an E-Government Service? Validation of an Integrative Model of E-Filing Continuance Usage,” Government Information Quarterly, vol. 35, no. 2, pp. 161–174, 2018, doi: 10.1016/j.giq.2018.03.004.
[68] A. Al-Okaily, M. Al-Okaily, and A. P. Teoh, “Evaluating ERP Systems Success: Evidence from Jordanian Firms in the Age of the Digital Business,” VINE Journal of Information and Knowledge Management Systems, vol. 53, no. 6, pp. 1025–1040, 2023, doi: 10.1108/VJIKMS-04-2021-0061.
[69] N. A. Hidayah, N. Hasanati, R. N. Putri, K. F. Musa, Z. Nihayah, and A. Muin, “Analysis Using the Technology Acceptance Model ( TAM ) and DeLone & McLean Information System (D&M IS) Success Model of AIS Mobile User Acceptance,” in 2020 8th International Conference on Cyber and IT Service Management (CITSM), 2020. doi: 10.1109/CITSM50537.2020.9268859.
[70] S. R. Chohan and G. Hu, “Success Factors Influencing Citizens ’ Adoption of IoT Service Orchestration for Public Value Creation in Smart Government,” IEEE Access, vol. 8, pp. 208427–208448, 2020, doi: 10.1109/ACCESS.2020.3036054.
[71] B. Al-Shargabi, O. Sabri, and S. Aljawarneh, “The Adoption of an E-Learning System Using Information Systems Success Model: A Case Study of Jazan University,” PeerJ Computer Science, vol. 7, pp. 1–21, 2021, doi: 10.7717/peerj-cs.723.
[72] A. Kanaan, A. AL-Hawamleh, A. Abulfaraj, H. M. Al-Kaseasbeh, and A. Alorfi, “The Effect of Quality, Security and Privacy Factors on Trust and Intention to Use E-Government Services,” International Journal of Data and Network Science, vol. 7, pp. 185–198, 2023, doi: 10.5267/j.ijdns.2022.11.004.
[73] H. Jo and Y. Bang, “Understanding Continuance Intention of Enterprise Resource Rlanning (ERP) : TOE, TAM, and IS success model,” Heliyon, vol. 9, no. 10, 2023, doi: 10.1016/j.heliyon.2023.e21019.
[74] S. R. Chohan and G. Hu, “Success Factors Influencing Citizens ’ Adoption of IoT Service Orchestration for Public Value Creation in Smart Government,” IEEE Access, vol. 8, pp. 208427–208448, 2020, doi: 10.1109/ACCESS.2020.3036054.
[75] A.-I. Puiu, R. Ianole-Călin, and E. Druică, “Exploring the Consumer Acceptance of Nano Clothing Using a PLS-SEM Analysis,” Stats, vol. 6, no. 4, pp. 1095–1113, 2023, doi: 10.3390/ stats6040069.
[76] A. Parikh, J. D. Patel, and A. K. Jaiswal, “Managing Job Applications Online: Integrating Website Informativeness and Compatibility in Theory of Planned Behaviour and Technology Acceptance Model,” Decision, vol. 48, no. 1, pp. 97–113, 2021, doi: 10.1007/s40622-020-00266-2.
[77] F. D. Davis, “Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology,” MIS Quarterly, vol. 13, no. 3, p. 319, Sep. 1989, doi: 10.2307/249008.
[78] W. M. Al-Rahmi et al., “Integrating Technology Acceptance Model With Innovation Diffusion Theory : An Empirical Investigation on Students ’ Intention to Use E-Learning Systems,” IEEE Access, vol. 7, pp. 26797–26809, 2019, doi: 10.1109/ACCESS.2019.2899368.
[79] D. Kaur and R. Kaur, “Does Electronic Word-of-Mouth Influence E-Recruitment Adoption? A Mediation Analysis Using the PLS-SEM Approach,” Management Research Review, vol. 46, no. 2, pp. 223–244, 2023, doi: 10.1108/MRR-04-2021-0322.
[80] A.-I. Puiu, R. Ianole-Călin, and E. Druică, “Exploring the Consumer Acceptance of Nano Clothing Using a PLS-SEM Analysis,” Stats, vol. 6, no. 4, pp. 1095–1113, 2023, doi: 10.3390/ stats6040069.
[81] M. Selvanathan, F. Muhammad, F. Shaikh, M. Supramaniam, and N. M. Yusof, “Perceptions towards Intentions to Use E-Recruitment Services among International Students in a Private University, Klang Valley,” International Journal of Innovation, Creativity and Change, vol. 6, no. 2, pp. 80–90, 2019.
[82] D. Kaur and R. Kaur, “Elucidating the Role of Gender Differences via TAM in E-Recruitment Adoption in India: A Multi-Group Analysis Using MICOM,” The Bottom Line, vol. 35, no. 2, pp. 115–136, 2022, doi: 10.1108/BL-11-2021-0104.
[83] M. I. Nofal, A. S. Al-Adwan, H. Yaseen, and G. A. A. Alsheikh, “Factors for extending e-government adoption in Jordan,” Periodicals of Engineering and Natural Sciences, vol. 9, no. 2, pp. 471–490, 2021, doi: 10.21533/pen.v9i2.1824.
[84] H. Deng, K. Karunasena, and W. Xu, “Evaluating the performance of e-government in developing countries,” Internet Research, vol. 28, no. 1, pp. 169–190, 2018, doi: 10.1108/IntR-10-2016-0296.
[85] R. Hadyan, “Ombudsman Reveals Issues in 2019 CPNS Recruitment That Could Potentially Harm Participants,” Bisnis.com, 2019.
[86] H. A. Al Hikam, “Oh no! The CPNS Registration Site is Down,” detikFinance, Nov. 2019.
[87] S. Deny, “Complaints About SSCASN 2023 Server Errors, Applicants Urging Extension of CPNS Registration,” Liputan 6, no. Oktober 2023, Jun. 2023.
[88] Y. Nancy, “How to Resolve Login Failures on sscasn.bkn.go.id When Registering for PPPK 2022,” tirto.id, no. November 2022, Nov. 2022.
[89] S. M. Hasugian, “National Civil Service Agency: SKB CPNS Server Issues in South Jakarta Due to Network Problems,” Antara News, no. November2021, Nov. 2021.
[90] Mulato, “National Civil Service Agency Server Error, P3K Selection Tests in Solo Disrupted,” rri.co.id, Dec. 2022.
[91] J. F. Hair Jr, G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, and S. Ray, Partial Least Squares Structural Equation Modeling ( PLS-SEM ) Using R. Springer, 2021. doi: 10.1007/978-3-030-80519-7.
[92] J. F. Hair, J. J. Risher, M. Sarstedt, and C. M. Ringle, “When to use and how to report the results of PLS-SEM,” European Business Review, vol. 31, no. 1, pp. 2–24, 2019, doi: 10.1108/EBR-11-2018-0203.
[93] J. F. Hair, J. J. Risher, M. Sarstedt, and C. M. Ringle, “When to use and how to report the results of PLS-SEM,” European Business Review, vol. 31, no. 1, pp. 2–24, 2019, doi: 10.1108/EBR-11-2018-0203.
[94] V. Vinzi, Esposito, W. W. Chin, J. Henseler, and H. Wang, Handbook of Partial Least Squares Concepts, Methods and Applications. Springer, 2009. doi: 10.1007/978-3-540-32827-8.
[95] N. Kock and P. Hadaya, “Minimum Sample Size Estimation in PLS-SEM: The Inverse Square Root and Gamma-Exponential Methods,” Information Systems Journal, vol. 28, no. 1, pp. 227–261, 2016, doi: 10.1111/isj.12131.
[96] H. N. Boone and D. A. Boone, “Analyzing Likert data,” Journal of Extension, vol. 50, no. 2, 2012, doi: 10.34068/joe.50.02.48.
[97] J. Dawes, “Do data characteristics change according to the number of scale points used? An experiment using 5-point, 7-point and 10-point scales,” International Journal of Market Research, vol. 50, no. 1, pp. 61–77, 2008, doi: 10.1177/147078530805000106.
[98] J. F. Hair Jr, G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, and S. Ray, Partial Least Squares Structural Equation Modeling ( PLS-SEM ) Using R. Springer, 2021. doi: 10.1007/978-3-030-80519-7.
[99] N. Kock, “Hypothesis Testing with Confidence Intervals and P Values in PLS-SEM,” International Journal of e-Collaboration, vol. 12, no. 3, pp. 1–6, 2016, doi: 10.4018/IJeC.2016070101.
[100] N. P. Rana, Y. K. Dwivedi, M. D. Williams, and V. Weerakkody, “Investigating Success of an E-Government Initiative: Validation of an Integrated IS Success Model,” Information systems frontiers, vol. 17, pp. 127–142, 2015, doi: 10.1007/s10796-014-9504-7.
[101] L. Al-Omairi, H. Al-Samarraie, A. I. Alzahrani, and N. Alalwan, “Students’ Intention to Adopt E-Government Learning Services: A Developing Country Perspective,” Library Hi Tech, vol. 39, no. 1, pp. 308–334, 2021, doi: 10.1108/LHT-02-2020-0034.
[102] M. A. Shareef, Y. K. Dwivedi, S. Laumer, and N. Archer, “Citizens ’ Adoption Behavior of Mobile Government ( mGov ): A Cross-Cultural Study Citizens ’ Adoption Behavior of Mobile Government (mGov): A Cross-Cultural,” Information Systems Management, vol. 33, no. 3, pp. 268–283, 2016, doi: 10.1080/10580530.2016.1188573.
[103] M. A. Shareef, Y. K. Dwivedi, S. Laumer, and N. Archer, “Citizens ’ Adoption Behavior of Mobile Government ( mGov ): A Cross-Cultural Study Citizens ’ Adoption Behavior of Mobile Government (mGov): A Cross-Cultural,” Information Systems Management, vol. 33, no. 3, pp. 268–283, 2016, doi: 10.1080/10580530.2016.1188573.
[104] R. Beschel, B. Cameron, J. Kunicova, and B. Myers, “Improving Public Sector Performance : Through Innovation and Inter-Agency Coordination,” 2018.
[105] M. Scott, W. Delone, and W. Golden, “Measuring E-Government Success: A Public Value Approach,” European Journal of Information Systems ISSN:, vol. 25, no. 3, pp. 187–208, 2017, doi: 10.1057/ejis.2015.11.
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