Measuring value-added-oriented BIM climate in construction projects: dimensions and indicators
Abstract
A value-added-oriented (VAO) BIM climate is the organizational climate of BIM value-added. However, a lack of research on VAO BIM climate has thwarted progress on BIM knowledge systems. By using the socio-technical systems approach and the competing value approach, 12 dimensions and 39 indicators of a VAO BIM climate are proposed and tested using 306 questionnaires collected from workers engaged in BIM construction projects across China. Data was analyzed by confirmatory factor analysis. The results show that the proposed dimensions and indicators are highly reliable and valid. The VAO BIM climate is heavily influenced by autonomy, career development, and task orientation. The top 10 indicators were mainly related to participation, task orientation, and goal effectiveness. And the MWD-BIM, RCS-BIM, CDMT-BIM, and SMD-BIM were mistaken as key indicators of participation, autonomy, peer relations, and organizational adaptability, respectively. The proposed dimensions and indicators can be used to advance scholarly understanding and theory on BIM climate in construction projects through directing resource allocation, enhancing the understanding of human–BIM interactions, improving the BIM knowledge system and facilitating decision framework of BIM adoption. Practical implications for managers in construction projects are provided in the end.
Keyword : construction projects, value-added, BIM climate, dimensions, indicators
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Almuntaser, T., Sanni-Anibire Muizz, O., & Hassanain Mohammad, A. (2018). Adoption and implementation of BIM – case study of a Saudi Arabian AEC firm. International Journal of Managing Projects in Business, 11(3), 608–624. https://doi.org/10.1108/IJMPB-05-2017-0046
Alreemy, Z., Chang, V., Walters, R., & Wills, G. (2016). Critical success factors (CSFs) for information technology governance (ITG). International Journal of Information Management, 36(6), 907–916. https://doi.org/10.1016/j.ijinfomgt.2016.05.017
Alruqi, W. M., Hallowell, M. R., & Techera, U. (2018). Safety climate dimensions and their relationship to construction safety performance: A meta-analytic review. Safety Science, 109, 165–173. https://doi.org/10.1016/j.ssci.2018.05.019
Araten-Bergman, T. (2016). Managers’ hiring intentions and the actual hiring of qualified workers with disabilities. The International Journal of Human Resource Management, 27(14), 1510–1530. https://doi.org/10.1080/09585192.2015.1128466
Arnaud, A. (2010). Conceptualizing and measuring ethical work climate: Development and validation of the ethical climate index. Business & Society, 49(2), 345–358. https://doi.org/10.1177/0007650310362865
Barrick, M. R., Bradley, B. H., Kristof-Brown, A. L., & Colbert, A. E. (2007). The moderating role of top management team interdependence: Implications for real teams and working groups. Academy of Management Journal, 50(3), 544–557. https://doi.org/10.5465/amj.2007.25525781
Beus, J. M., Jarrett, S. M., Bergman, M. E., & Payne, S. C. (2012). Perceptual equivalence of psychological climates within groups: When agreement indices do not agree. Journal of Occupational and Organizational Psychology, 85(3), 454–471. https://doi.org/10.1111/j.2044-8325.2011.02049.x
Beus, J. M., Payne, S. C., Arthur Jr, W., & Muñoz, G. J. (2019). The development and validation of a cross-industry safety climate measure: resolving conceptual and operational issues. Journal of Management, 45(5), 1987–2013. https://doi.org/10.1177/0149206317745596
Bies, R. J., & Tyler, T. R. (1993). The “litigation mentality” in organizations: A test of alternative psychological explanations. Organization Science, 4(3), 352–366. https://doi.org/10.1287/orsc.4.3.352
Bostrom, R. P., & Heinen, J. S. (1977a). MIS problems and failures: A socio-technical perspective. Part I: The causes. MIS Quarterly, 1(3), 17–32. https://doi.org/10.2307/248710
Bostrom, R. P., & Heinen, J. S. (1977b). MIS problems and failures: a socio-technical perspective, part II: the application of socio-technical theory. MIS Quarterly, 1(4), 11–28. https://doi.org/10.2307/249019
Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230–258. https://doi.org/10.1177/0049124192021002005
Caniëls, M. C., Chiocchio, F., & van Loon, N. P. (2019). Collaboration in project teams: The role of mastery and performance climates. International Journal of Project Management, 37(1), 1–13. https://doi.org/10.1016/j.ijproman.2018.09.006
Cao, D., Li, H., Wang, G., & Zhang, W. (2016). Linking the motivations and practices of design organizations to implement building information modeling in construction projects: Empirical study in China. Journal of Management in Engineering, 32(6), 04016013. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000453
Chan, A. P. C., Ma, X., Yi, W., Zhou, X., & Xiong, F. (2018). Critical review of studies on building information modeling (BIM) in project management. Frontiers of Engineering Management, 5(3), 394–406. https://doi.org/10.15302/J-FEM-2018203
Cheng, J. C., Lu, Q., & Deng, Y. (2016). Analytical review and evaluation of civil information modeling. Automation in Construction, 67, 31–47. https://doi.org/10.1016/j.autcon.2016.02.006
Closs, D. J., Jacobs, M. A., Swink, M., & Webb, G. S. (2008). Toward a theory of competencies for the management of product complexity: six case studies. Journal of Operations Management, 26(5), 590–610. https://doi.org/10.1016/j.jom.2007.10.003
Coda, R., da Silva, D., & Custodio, I. (2015). Multidimensional configurations of the organizational climate construct. The International Journal of Human Resource Management, 26(14), 1827–1847. https://doi.org/10.1080/09585192.2014.962561
Colley, S. K., & Neal, A. (2012). Automated text analysis to examine qualitative differences in safety schema among upper managers, supervisors and workers. Safety Science, 50(9), 1775–1785. https://doi.org/10.1016/j.ssci.2012.04.006
Crane, T. G., Felder, J. P., Thompson, P. J., Thompson, M. G., & Sanders, S. R. (1999). Partnering measures. Journal of Management in Engineering, 15(2), 37–42. https://doi.org/10.1061/(ASCE)0742-597X(1999)15:2(37)
Crawshaw, J. R., & Game, A. (2015). The role of line managers in employee career management: An attachment theory perspective. The International Journal of Human Resource Management, 26(9), 1182–1203. https://doi.org/10.1080/09585192.2014.934886
Dabke, S., Salem, O., Genaidy, A., & Daraiseh, N. (2008). Job satisfaction of women in construction trades. Journal of Construction Engineering and Management, 134(3), 205–216. https://doi.org/10.1061/(ASCE)0733-9364(2008)134:3(205)
Dahl, Ø., & Olsen, E. (2013). Safety compliance on offshore platforms: A multi-sample survey on the role of perceived leadership involvement and work climate. Safety Science, 54, 17–26. https://doi.org/10.1016/j.ssci.2012.11.003
Davidson, J., Fowler, J., Pantazis, C., Sannino, M., Walker, J., Sheikhkhoshkar, M., & Rahimian, F. P. (2020). Integration of VR with BIM to facilitate real-time creation of bill of quantities during the design phase: A proof of concept study. Frontiers of Engineering Management, 7, 396–403. https://doi.org/10.1007/s42524-019-0039-y
Davies, R., & Harty, C. (2013). Implementing ‘Site BIM’: A case study of ICT innovation on a large hospital project. Automation in Construction, 30, 15–24. https://doi.org/10.1016/j.autcon.2012.11.024
Davies, K., McMeel, D. J., & Wilkinson, S. (2017). Making friends with Frankenstein: hybrid practice in BIM. Engineering, Construction and Architectural Management, 24(1), 78–93. https://doi.org/10.1108/ECAM-04-2015-0061
De Beuckelaer, A., Lievens, F., & Swinnen, G. (2007). Measurement equivalence in the conduct of a global organizational survey across countries in six cultural regions. Journal of Occupational and Organizational Psychology, 80(4), 575–600. https://doi.org/10.1348/096317907X173421
Den Hartog, D. N., Boon, C., Verburg, R. M., & Croon, M. A. (2013). HRM, communication, satisfaction, and perceived performance: A cross-level test. Journal of Management, 39(6), 1637–1665. https://doi.org/10.1177/0149206312440118
Denison, D. R. (1996). What is the difference between organizational culture and organizational climate? A native’s point of view on a decade of paradigm wars. The Academy of Management Review, 21(3), 619–654. https://doi.org/10.5465/amr.1996.9702100310
Ding, Z., Zuo, J., Wu, J., & Wang, J. (2015). Key factors for the BIM adoption by architects: A China study. Engineering, Construction and Architectural Management, 22(6), 732–748. https://doi.org/10.1108/ECAM-04-2015-0053
Downey, H. K., Don, H., & Slocum Jr, J. W. (1975). Congruence between individual needs, organizational climate, job satisfaction and performance. Academy of Management Journal, 18(1), 149–155. https://doi.org/10.2307/255634
Durcikova, A., Fadel, K. J., Butler, B. S., & Galletta, D. F. (2011). Research note – knowledge exploration and exploitation: the impacts of psychological climate and knowledge management system access. Information Systems Research, 22(4), 855–866. https://doi.org/10.1287/isre.1100.0286
Eriksson, P. E. (2008). Procurement effects on coopetition in client-contractor relationships. Journal of Construction Engineering and Management, 134(2), 103–111. https://doi.org/10.1061/(ASCE)0733-9364(2008)134:2(103)
Fairhurst, G. T., Green, S., & Courtright, J. (1995). Inertial forces and the implementation of a socio-technical systems approach: A communication study. Organization Science, 6(2), 168–185. https://doi.org/10.1287/orsc.6.2.168
Fan, S., & Shen, Q. (2011). The effect of using group decision support systems in value management studies: An experimental study in Hong Kong. International Journal of Project Management, 29(1), 13–25. https://doi.org/10.1016/j.ijproman.2010.01.008
Farghaly, K., Abanda, F. H., Vidalakis, C., & Wood, G. (2018). Taxonomy for BIM and asset management semantic interoperability. Journal of Management in Engineering, 34(4), 04018012. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000610
Farshchian, M. M., Heravi, G., & AbouRizk, S. (2017). Optimizing the owner’s scenarios for budget allocation in a portfolio of projects using agent-based simulation. Journal of Construction Engineering and Management, 143(7), 04017022. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001315
Fee, A., Heizmann, H., & Gray, S. J. (2017). Towards a theory of effective cross-cultural capacity development: the experiences of Australian international NGO expatriates in Vietnam. The International Journal of Human Resource Management, 28(14), 2036–2061. https://doi.org/10.1080/09585192.2015.1093015
Ganbat, T., Chong, H.-Y., & Liao, P.-C. (2020). Mapping BIM uses for risk mitigation in international construction projects. Advances in Civil Engineering, Article ID 5143879. https://doi.org/10.1155/2020/5143879
Garbarino, E., & Johnson, M. S. (1999). The different roles of satisfaction, trust, and commitment in customer relationships. Journal of Marketing, 63(2), 70–87. https://doi.org/10.1177/002224299906300205
Gil, N., & Tether, B. S. (2011). Project risk management and design flexibility: Analysing a case and conditions of complementarity. Research Policy, 40(3), 415–428. https://doi.org/10.1016/j.respol.2010.10.011
González-Romá, V., Fortes-Ferreira, L., & Peiró, J. M. (2009). Team climate, climate strength and team performance. A longitudinal study. Journal of Occupational and Organizational Psychology, 82(3), 511–536. https://doi.org/10.1348/096317908X370025
Grabowski, M., Rizzo, C., & Graig, T. (2016). Data challenges in dynamic, large-scale resource allocation in remote regions. Safety Science, 87, 76–86. https://doi.org/10.1016/j.ssci.2016.03.021
Green, A. E., Dishop, C. R., & Aarons, G. A. (2016). Organizational stress as moderator of relationship between mental health provider adaptability and organizational commitment. Psychiatric Services, 67(10), 1103–1108. https://doi.org/10.1176/appi.ps.201500191
Gu, N., & London, K. (2010). Understanding and facilitating BIM adoption in the AEC industry. Automation in Construction, 19(8), 988–999. https://doi.org/10.1016/j.autcon.2010.09.002
Hannevik, M. B., Lone, J. A., Bjørklund, R., Bjørkli, C. A., & Hoff, T. (2014). Organizational climate in large-scale projects in the oil and gas industry: A competing values perspective. International Journal of Project Management, 32(4), 687–697. https://doi.org/10.1016/j.ijproman.2013.08.006
Häußler, M., & Borrmann, A. (2020). Model-based quality assurance in railway infrastructure planning. Automation in Construction, 109, 102971. https://doi.org/10.1016/j.autcon.2019.102971
Hemmasi, M., Downes, M., & Varner, I. I. (2010). An empirically-derived multidimensional measure of expatriate success: reconciling the discord. The International Journal of Human Resource Management, 21(7), 982–998. https://doi.org/10.1080/09585191003783447
Hemmelgarn, A. L., James, L. R., Ladd, R. T., & Mitchell, T. R. (1995). Testing for cross-situational-consistency: A confirmatory factor analytic approach. Journal of Management, 21(1), 121–139. https://doi.org/10.1177/014920639502100108
Heravi, G., Kebria, M. F., & Rostami, M. (2019). Integrating the production and the erection processes of pre-fabricated steel frames in building projects using phased lean management. Engineering, Construction and Architectural Management. https://doi.org/10.1108/ECAM-03-2019-0133
Hinkin, T. R. (1995). A review of scale development practices in the study of organizations. Journal of Management, 21(5), 967–988. https://doi.org/10.1177/014920639502100509
Holmström, J., Singh, V., & Främling, K. (2015). BIM as infrastructure in a Finnish HVAC actor network: enabling adoption, reuse, and recombination over a building life cycle and between projects. Journal of Management in Engineering, 31(1), A4014006. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000305
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Hu, Y., Chan, A. P. C., Le, Y., Jiang, W.-P., Xie, L.-L., & Hon, C. H. K. (2012). Improving megasite management performance through incentives: Lessons learned from the Shanghai Expo construction. Journal of Management in Engineering, 28(3), 330–337. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000102
Hu, M., Liu, Y., Sugumaran, V., Liu, B., & Du, J. (2019). Automated structural defects diagnosis in underground transportation tunnels using semantic technologies. Automation in Construction, 107, 102929. https://doi.org/10.1016/j.autcon.2019.102929
Hülsheger, U. R., Anderson, N., & Salgado, J. F. (2009). Teamlevel predictors of innovation at work: a comprehensive metaanalysis spanning three decades of research. Journal of Applied Psychology, 94(5), 1128. https://doi.org/10.1037/a0015978
Hwang, B.-G., Shan, M., & Looi, K.-Y. (2018). Key constraints and mitigation strategies for prefabricated prefinished volumetric construction. Journal of Cleaner Production, 183, 183–193. https://doi.org/10.1016/j.jclepro.2018.02.136
Ibem, E. O., & Laryea, S. (2014). Survey of digital technologies in procurement of construction projects. Automation in Construction, 46, 11–21. https://doi.org/10.1016/j.autcon.2014.07.003
Janz, B. D. (1999). Self-directed teams in IS: correlates for improved systems development work outcomes. Information & Management, 35(3), 171–192. https://doi.org/10.1016/S0378-7206(98)00088-3
Jelodar, M. B., Yiu, T. W., & Wilkinson, S. (2016). Relationshipquality judgment model for construction project procurement: A conjoint measurement. Journal of Construction Engineering and Management, 142(7), 04016012. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001104
Jin, R., Hancock, C., Tang, L., Chen, C., Wanatowski, D., & Yang, L. (2017a). Empirical study of BIM implementation–based perceptions among Chinese practitioners. Journal of Management in Engineering, 33(5), 04017025. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000538
Jin, R., Hancock, C. M., Tang, L., & Wanatowski, D. (2017b). BIM investment, returns, and risks in China’s AEC industries. Journal of Construction Engineering and Management, 143(12), 04017089. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001408
Jin, R., Yang, T., Piroozfar, P., Kang, B. G., Wanatowski, D., Hancock, C. M., & Tang, L. (2018). Project-based pedagogy in interdisciplinary building design adopting BIM. Engineering, Construction and Architectural Management, 25(10), 1376–1397. https://doi.org/10.1108/ECAM-07-2017-0119
Jin, R., Zou, Y., Gidado, K., Ashton, P., & Painting, N. (2019). Scientometric analysis of BIM-based research in construction engineering and management. Engineering, Construction and Architectural Management, 26(8), 1750–1776. https://doi.org/10.1108/ECAM-08-2018-0350
Jones, A. P., James, L. R., Bruni, J. R., Hornick, C. W., & Sells, S. B. (1979). Psychological climate: Dimensions and relationships of individual and aggregated work environment perceptions. Organizational Behavior and Human Performance, 23(2), 201–250. https://doi.org/10.1016/0030-5073(79)90056-4
Joyce, W. F., & Slocum Jr., J. W. (1984). Collective climate: Agreement as a basis for defining aggregate climates in organizations. Academy of Management Journal, 27(4), 721–742. https://doi.org/10.2307/255875
Kaewpan, W., Peltzer, K., Kalampakorn, S., & Moolsart, S. (2017). Professional quality of life among postretired academic university employees in Thailand. Social Behavior and Personality: An International Journal, 45(4), 669–676. https://doi.org/10.2224/sbp.5913
Kaya, N., Koc, E., & Topcu, D. (2010). An exploratory analysis of the influence of human resource management activities and organizational climate on job satisfaction in Turkish banks. The International Journal of Human Resource Management, 21(11), 2031–2051. https://doi.org/10.1080/09585192.2010.505104
Khan, M. A., & Ahmad, N. S. A. (2011). Modeling link between internal service quality in human resources management and employees retention: A case of Pakistani privatized and public sector banks. African Journal of Business Management, 5(3), 949–959.
Kim, S., Chin, S., Han, J., & Choi, C.-H. (2017). Measurement of construction BIM value based on a case study of a largescale building project. Journal of Management in Engineering, 33(6), 05017005. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000551
Kivimaki, M., & Elovainio, M. (1999). A short version of the Team Climate Inventory: Development and psychometric properties. Journal of Occupational and Organizational Psychology, 72(2), 241–246. https://doi.org/10.1348/096317999166644
Kivimäki, M., Kuk, G., Elovainio, M., Thomson, L., Kalliomäki‐Levanto, T., & Heikkilä, A. (1997). The Team Climate Inventory (TCI) – four or five factors? Testing the structure of TCI in samples of low and high complexity jobs. Journal of Occupational and Organizational Psychology, 70(4), 375–389. https://doi.org/10.1111/j.2044-8325.1997.tb00655.x
Klein, R. (2007). Customization and real time information access in integrated eBusiness supply chain relationships. Journal of Operations Management, 25(6), 1366–1381. https://doi.org/10.1016/j.jom.2007.03.001
Koys, D. J., & DeCotiis, T. A. (1991). Inductive measures of psychological climate. Human Relations, 44(3), 265–285. https://doi.org/10.1177/001872679104400304
Kuenzi, M., & Schminke, M. (2009). Assembling fragments into a lens: A review, critique, and proposed research agenda for the organizational work climate literature. Journal of Management, 35(3), 634–717. https://doi.org/10.1177/0149206308330559
Kwon, B., Farndale, E., & Park, J. G. (2016). Employee voice and work engagement: Macro, meso, and micro-level drivers of convergence? Human Resource Management Review, 26(4), 327–337. https://doi.org/10.1016/j.hrmr.2016.04.005
Lee, C.-Y., Chong, H.-Y., Li, Q., & Wang, X. (2020). Joint contract – function effects on BIM-enabled EPC project performance. Journal of Construction Engineering and Management, 146(3), 04020008. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001766
Lee, J.-C., & Chen, C.-Y. (2019). Exploring the determinants of software process improvement success: A dynamic capability view. Information Development, 35(1), 6–20. https://doi.org/10.1177/0266666917724194
Li, A., & Cropanzano, R. (2009). Fairness at the group level: Justice climate and intraunit justice climate. Journal of Management, 35(3), 564–599. https://doi.org/10.1177/0149206308330557
Li, A., Cropanzano, R., & Bagger, J. (2013a). Justice climate and peer justice climate. Small Group Research, 44(5), 563–592. https://doi.org/10.1177/1046496413498119
Li, T. H. Y., Ng, S. T., & Skitmore, M. (2013b). Evaluating stakeholder satisfaction during public participation in major infrastructure and construction projects: A fuzzy approach. Automation in Construction, 29, 123–135. https://doi.org/10.1016/j.autcon.2012.09.007
Lievens, F., Chasteen, C. S., Day, E. A., & Christiansen, N. D. (2006). Large-scale investigation of the role of trait activation theory for understanding assessment center convergent and discriminant validity. Journal of Applied Psychology, 91(2), 247–258. https://doi.org/10.1037/0021-9010.91.2.247
Lim, D. H., & Morris, M. L. (2006). Influence of trainee characteristics, instructional satisfaction, and organizational climate on perceived learning and training transfer. Human Resource Development Quarterly, 17(1), 85–115. https://doi.org/10.1002/hrdq.1162
Ling, F. Y. Y., & Loo, C. M. C. (2015). Characteristics of jobs and jobholders that affect job satisfaction and work performance of project managers. Journal of Management in Engineering, 31(3), 04014039. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000247
Liu, A. M., & Chan, I. Y. (2017). Understanding the interplay of organizational climate and leadership in construction innovation. Journal of Management in Engineering, 33(5), 04017021. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000521
Liu, Y., Van Nederveen, S., & Hertogh, M. (2017). Understanding effects of BIM on collaborative design and construction: An empirical study in China. International Journal of Project Management, 35(4), 686–698. https://doi.org/10.1016/j.ijproman.2016.06.007
Liu, N., Ruan, L., Jin, R., Chen, Y., Deng, X., & Yang, T. (2019). Investigation of individual perceptions towards BIM implementation-a Chongqing case study. Engineering, Construction and Architectural Management, 26(7), 1455–1475. https://doi.org/10.1108/ECAM-08-2018-0342
Llopis, O., & Foss, N. J. (2016). Understanding the climate – knowledge sharing relation: The moderating roles of intrinsic motivation and job autonomy. European Management Journal, 34(2), 135–144. https://doi.org/10.1016/j.emj.2015.11.009
Lu, C., Liu, J., Liu, Y., & Liu, Y. (2019). Intelligent construction technology of railway engineering in China. Frontiers of Engineering Management, 6(4), 503–516. https://doi.org/10.1007/s42524-019-0073-9
MacKenzie, S. B., Podsakoff, P. M., & Podsakoff, N. P. (2011). Construct measurement and validation procedures in MIS and behavioral research: Integrating new and existing techniques. MIS Quarterly, 35(2), 293–334. https://doi.org/10.2307/23044045
Mahalingam, A., Yadav, A. K., & Varaprasad, J. (2015). Investigating the role of lean practices in enabling BIM adoption: Evidence from two Indian cases. Journal of Construction Engineering and Management, 141(7), 05015006. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000982
Malik, S. D., & Wilson, D. O. (1995). Factors influencing engineers’ perceptions of organizational support for innovation. Journal of Engineering and Technology Management, 12(3), 201–218. https://doi.org/10.1016/0923-4748(95)00010-5
March, J. G. (1991). Exploration and exploitation in organizational learning. Organization Science, 2(1), 71–87. https://doi.org/10.1287/orsc.2.1.71
Matthews, J., Love, P. E. D., Heinemann, S., Chandler, R., Rumsey, C., & Olatunj, O. (2015). Real time progress management: Re-engineering processes for cloud-based BIM in construction. Automation in Construction, 58, 38–47. https://doi.org/10.1016/j.autcon.2015.07.004
Mehrbod, S., Staub-French, S., Mahyar, N., & Tory, M. (2019). Characterizing interactions with BIM tools and artifacts in building design coordination meetings. Automation in Construction, 98, 195–213. https://doi.org/10.1016/j.autcon.2018.10.025
Melville, N., Kraemer, K., & Gurbaxani, V. (2004). Information technology and organizational performance: An integrative model of IT business value. MIS Quarterly, 28(2), 283–322. https://doi.org/10.2307/25148636
Methot, J. R., Rosado-Solomon, E. H., & Allen, D. G. (2018). The network architecture of human captial: A relational identity perspective. Academy of Management Review, 43(4), 723–748. https://doi.org/10.5465/amr.2016.0338
Mohamed, S. (2002). Safety climate in construction site environments. Journal of Construction Engineering and Management, 128(5), 375–384. https://doi.org/10.1061/(ASCE)0733-9364(2002)128:5(375)
Mosher, G. A., Keren, N., Freeman, S. A., & Hurburgh, C. (2012). Management of safety and quality and the relationship with employee decisions in country grain elevators. Journal of Agricultural Safety and Health, 18(3), 195–215. https://doi.org/10.13031/2013.41957
Neely, A., Ng, I. C., Roy, R., Hong, P., Yang, M. G. M., & Dobrzykowski, D. D. (2014). Strategic customer service orientation, lean manufacturing practices and performance outcomes. Journal of Service Management, 25(5), 699–723. https://doi.org/10.1108/JOSM-12-2013-0355
Olanipekun, A. O., Xia, B., Hon, C., & Darko, A. (2018). Effect of motivation and owner commitment on the delivery performance of green building projects. Journal of Management in Engineering, 34(1), 04017039. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000559
Olawumi, T. O., & Chan, D. W. M. (2018). Building information modelling and project information management framework for construction projects. Journal of Civil Engineering and Management, 25(1), 53–75. https://doi.org/10.3846/jcem.2019.7841
Papadonikolaki, E. (2018). Loosely coupled systems of innovation: Aligning BIM adoption with implementation in Dutch construction. Journal of Management in Engineering, 34(6), 05018009. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000644
Parasuraman, S., Greenhaus, J. H., & Granrose, C. S. (1992). Role stressors, social support, and well‐being among two‐career couples. Journal of Organizational Behavior, 13(4), 339–356. https://doi.org/10.1002/job.4030130403
Park, J.-H., Suh, H.-J., & Yang, H.-D. (2007). Perceived absorptive capacity of individual users in performance of Enterprise Resource Planning (ERP) usage: The case for Korean firms. Information & Management, 44(3), 300–312. https://doi.org/10.1016/j.im.2007.02.001
Park, H. S., Baker, C., & Lee, D. W. (2008). Need for cognition, task complexity, and job satisfaction. Journal of Management in Engineering, 24(2), 111–117. https://doi.org/10.1061/(ASCE)0742-597X(2008)24:2(111)
Parker, C. P., Dipboye, R. L., & Jackson, S. L. (1995). Perceptions of organizational politics: An investigation of antecedents and consequences. Journal of Management, 21(5), 891–912. https://doi.org/10.1177/014920639502100505
Pasmore, W. A., & Khalsa, G. S. (1993). The contributions of Eric Trist to the social engagement of social science. Academy of Management Review, 18(3), 546–569. https://doi.org/10.5465/amr.1993.9309035150
Patterson, M. G., West, M. A., Shackleton, V. J., Dawson, J. F., Lawthom, R., Maitlis, S., Robinson, D. L., & Wallace, A. M. (2005). Validating the organizational climate measure: links to managerial practices, productivity and innovation. Journal of Organizational Behavior, 26(4), 379–408. https://doi.org/10.1002/job.312
Payne, R. L., & Mansfield, R. (1973). Relationships of perceptions of organizational climate to organizational structure, context, and hierarchical position. Administrative Science Quarterly, 18(4), 515–526. https://doi.org/10.2307/2392203
Pearce, C. L., & Sims Jr., H. P. (2002). Vertical versus shared leadership as predictors of the effectiveness of change management teams: An examination of aversive, directive, transactional, transformational, and empowering leader behaviors. Group Dynamics: Theory, Research, and Practice, 6(2), 172– 197. https://doi.org/10.1037/1089-2699.6.2.172
Poirier, E. A., Forgues, D., & Staub-French, S. (2017). Understanding the impact of BIM on collaboration: a Canadian case study. Building Research and Information, 45(6), 681–695. https://doi.org/10.1080/09613218.2017.1324724
Quinn, R. E., & Rohrbaugh, J. (1981). A competing values approach to organizational effectiveness. Public Productivity Review, 5(2), 122–140. https://doi.org/10.2307/3380029
Quinn, R. E., & Rohrbaugh, J. (1983). A spatial model of effectiveness criteria: Towards a competing values approach to organizational analysis. Management Science, 29(3), 363–377. https://doi.org/10.1287/mnsc.29.3.363
Rafferty, A. E., Jimmieson, N. L., & Armenakis, A. A. (2013). Change readiness: A multilevel review. Journal of Management, 39(1), 110–135. https://doi.org/10.1177/0149206312457417
Reich, B. H., & Benbasat, I. (1996). Measuring the linkage between business and information technology objectives. MIS Quarterly, 20(1), 55–81. https://doi.org/10.2307/249542
Remneland-Wikhamn, B., & Wikhamn, W. (2011). Open innovation climate measure: The introduction of a validated scale. Creativity and Innovation Management, 20(4), 284–295. https://doi.org/10.1111/j.1467-8691.2011.00611.x
Ren, G., Li, H., Ding, R., Zhang, J., Boje, C., & Zhang, W. (2019). Developing an information exchange scheme concerning value for money assessment in Public-Private Partnerships. Journal of Building Engineering, 25, 100828. https://doi.org/10.1016/j.jobe.2019.100828
Romm, N. R. (2013). Employing questionnaires in terms of a constructivist epistemological stance: reconsidering researchers’ involvement in the unfolding of social life. International Journal of Qualitative Methods, 12(1), 652–669. https://doi.org/10.1177/160940691301200136
Rosenthal, M. M., & Holmes, E. R. (2018). The professional culture of community pharmacy and the provision of MTM services. Pharmacy, 6(2), 25. https://doi.org/10.3390/pharmacy6020025
Sackey, E., Tuuli, M., & Dainty, A. (2015). Sociotechnical systems approach to BIM implementation in a multidisciplinary construction context. Journal of Management in Engineering, 31(1), A4014005. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000303
Sanguinetti, P., Abdelmohsen, S., Lee, J., Lee, J., Sheward, H., & Eastman, C. (2012). General system architecture for BIM: An integrated approach for design and analysis. Advanced Engineering Informatics, 26(2), 317–333. https://doi.org/10.1016/j.aei.2011.12.001
Santos, R., Costa, A. A., & Grilo, A. (2017). Bibliometric analysis and review of Building Information Modelling literature published between 2005 and 2015. Automation in Construction, 80, 118–136. https://doi.org/10.1016/j.autcon.2017.03.005
Saunders, L. (1999). A brief history of educational ‘value added’: how did we get to where we are? School Effectiveness and School Improvement, 10(2), 233–256. https://doi.org/10.1076/sesi.10.2.233.3507
Schulte, M., Ostroff, C., Shmulyian, S., & Kinicki, A. (2009). Organizational climate configurations: Relationships to collective attitudes, customer satisfaction, and financial performance. Journal of Applied Psychology, 94(3), 618–634. https://doi.org/10.1037/a0014365
Selçuk Çıdık, M., Boyd, D., & Thurairajah, N. (2017). Innovative capability of building information modeling in construction design. Journal of Construction Engineering and Management, 143(8), 04017047. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001337
Serrador, P., & Turner, R. (2015). The relationship between project success and project efficiency. Project Management Journal, 46(1), 30–39. https://doi.org/10.1002/pmj.21468
Shen, L., Wu, Y., & Zhang, X. (2011). Key assessment indicators for the sustainability of infrastructure projects. Journal of Construction Engineering and Management, 137(6), 441–451. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000315
Shen, Y., Tuuli, M. M., Xia, B., Koh, T. Y., & Rowlinson, S. (2015). Toward a model for forming psychological safety climate in construction project management. International Journal of Project Management, 33(1), 223–235. https://doi.org/10.1016/j.ijproman.2014.04.009
Sinha, S. K., & McKim, R. A. (2000). Artificial neural network for measuring organizational effectiveness. Journal of Computing in Civil Engineering, 14(1), 9–14. https://doi.org/10.1061/(ASCE)0887-3801(2000)14:1(9)
Solla, M., Ismail, L. H., Shaarani, A. s. M., & Milad, A. (2019). Measuring the feasibility of using of BIM application to facilitate GBI assessment process. Journal of Building Engineering, 25, 100821. https://doi.org/10.1016/j.jobe.2019.100821
Song, J., Migliaccio, G. C., Wang, G., & Lu, H. (2017). Exploring the influence of system quality, information quality, and external service on BIM user satisfaction. Journal of Management in Engineering, 33(6), 04017036. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000549
Stewart, R. A., & Mohamed, S. (2003). Evaluating the value IT adds to the process of project information management in construction. Automation in Construction, 12(4), 407–417. https://doi.org/10.1016/S0926-5805(03)00006-2
Sun, Y., & Jeyaraj, A. (2013). Information technology adoption and continuance: A longitudinal study of individuals’ behavioral intentions. Information & Management, 50(7), 457–465. https://doi.org/10.1016/j.im.2013.07.005
Sung, S. Y., Choi, J. N., & Kang, S. C. (2017). Incentive pay and firm performance: Moderating roles of procedural justice climate and environmental turbulence. Human Resource Management, 56(2), 287–305. https://doi.org/10.1002/hrm.21765
Swuste, P., van Gulijk, C., Groeneweg, J., Zwaard, W., Lemkowitz, S., & Guldenmund, F. (2020). From clapham junction to macondo, deepwater horizon: Risk and safety management in high-tech-high-hazard sectors: A review of English and Dutch literature: 1988–2010. Safety Science, 121, 249–282. https://doi.org/10.1016/j.ssci.2019.08.031
Tabassi, A. A., Ramli, M., & Bakar, A. H. A. (2012). Effects of training and motivation practices on teamwork improvement and task efficiency: The case of construction firms. International Journal of Project Management, 30(2), 213–224. https://doi.org/10.1016/j.ijproman.2011.05.009
Tinsley, H. E. A., & Tinsley, D. J. (1987). Uses of factor analysis in counseling psychology research. Journal of Counseling Psychology, 34(4), 414–424. https://doi.org/10.1037/0022-0167.34.4.414
Uhrin, Á., Bruque-Cámara, S., & Moyano-Fuentes, J. (2017). Lean production, workforce development and operational performance. Management Decision, 55(1), 103–118. https://doi.org/10.1108/MD-05-2016-0281
Van De Voorde, K., Van Veldhoven, M., & Paauwe, J. (2010). Time precedence in the relationship between organizational climate and organizational performance: A cross-lagged study at the business unit level. The International Journal of Human Resource Management, 21(10), 1712–1732. https://doi.org/10.1080/09585192.2010.500491
Van Vianen, A. E., & Kmieciak, Y. M. (1998). The match between recruiters’ perceptions of organizational climate and personality of the ideal applicant for a management position. International Journal of Selection and Assessment, 6(3), 153–163. https://doi.org/10.1111/1468-2389.00086
Van Vianen, A. E., Rosenauer, D., Homan, A. C., Horstmeier, C. A., & Voelpel, S. C. (2018). Career mentoring in context: A multilevel study on differentiated career mentoring and career mentoring climate. Human Resource Management, 57(2), 583–599. https://doi.org/10.1002/hrm.21879
Wang, X., Love, P. E. D., Kim, M. J., Park, C.-S., Sing, C.-P., & Hou, L. (2013). A conceptual framework for integrating building information modeling with augmented reality. Automation in Construction, 34, 37–44. https://doi.org/10.1016/j.autcon.2012.10.012
Wang, X., Truijens, M., Hou, L., Wang, Y., & Zhou, Y. (2014). Integrating Augmented Reality with Building Information Modeling: Onsite construction process controlling for liquefied natural gas industry. Automation in Construction, 40, 96–105. https://doi.org/10.1016/j.autcon.2013.12.003
West, M. A., Smith, H., Feng, W. L., & Lawthom, R. (1998). Research excellence and departmental climate in British universities. Journal of Occupational and Organizational Psychology, 71(3), 261–281. https://doi.org/10.1111/j.2044-8325.1998.tb00676.x
Winby, S., & Mohrman, S. A. (2018). Digital sociotechnical system design. The Journal of Applied Behavioral Science, 54(4), 399–423. https://doi.org/10.1177/0021886318781581
Wisse, B., Rus, D., Keller, A. C., & Sleebos, E. (2019). “Fear of losing power corrupts those who wield it”: the combined effects of leader fear of losing power and competitive climate on leader self-serving behavior. European Journal of Work and Organizational Psychology, 28(6), 742–755. https://doi.org/10.1080/1359432X.2019.1635584
Won, J., & Lee, G. (2016). How to tell if a BIM project is successful: A goal-driven approach. Automation in Construction, 69, 34–43. https://doi.org/10.1016/j.autcon.2016.05.022
Wong, J. K. W., & Zhou, J. (2015). Enhancing environmental sustainability over building life cycles through green BIM: A review. Automation in Construction, 57, 156–165. https://doi.org/10.1016/j.autcon.2015.06.003
Wu, W., & Issa, R. R. A. (2015). BIM execution planning in green building projects: LEED as a use case. Journal of Management in Engineering, 31(1), A4014007. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000314
Wu, W., Mayo, G., McCuen, T. L., Issa, R. R. A., & Smith, D. K. (2018). Building information modeling body of knowledge. I: Background, framework, and initial development. Journal of Construction Engineering and Management, 144(8), 04018065. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001518
Xu, J., Jin, R., Piroozfar, P., Wang, Y., Kang, B.-G., Ma, L., Wanatoskim D., & Yang, T. (2018). Constructing a BIM climate–based framework: regional case study in China. Journal of Construction Engineering and Management, 144(11), 04018105. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001568
Yamasaki, K., & Nishida, N. (2009). The relationship between three types of aggression and peer relations in elementary school children. International Journal of Psychology, 44(3), 179–186. https://doi.org/10.1080/00207590701656770
Yang, J., Shen, G. Q., Drew, D. S., & Ho, M. (2010). Critical success factors for stakeholder management: Construction practitioners’ perspectives. Journal of Construction Engineering and Management, 136(7), 778–786. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000180
Yin, X., Liu, H., Chen, Y., & Al-Hussein, M. (2019). Building information modelling for off-site construction: Review and future directions. Automation in Construction, 101, 72–91. https://doi.org/10.1016/j.autcon.2019.01.010
Yuan, J., Xu, W., Xia, B., & Skibniewski, M. J. (2018). Exploring key indicators of residual value risks in China’s public–private partnership projects. Journal of Management in Engineering, 34(1), 04017046. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000561
Zhang, S., Pan, F., Wang, C., Sun, Y., & Wang, H. (2017). BIMBased collaboration platform for the management of EPC projects in hydropower engineering. Journal of Construction Engineering and Management, 143(12), 04017087. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001403
Zheng, L., Lu, W., Chen, K., Chau, K. W., & Niu, Y. (2017). Benefit sharing for BIM implementation: Tackling the moral hazard dilemma in inter-firm cooperation. International Journal of Project Management, 35(3), 393–405. https://doi.org/10.1016/j.ijproman.2017.01.006
Zheng, X., Lu, Y., Li, Y., Le, Y., & Xiao, J. (2019). Quantifying and visualizing value exchanges in building information modeling (BIM) projects. Automation in Construction, 99, 91–108. https://doi.org/10.1016/j.autcon.2018.12.001