Department of Actuarial Studies and Business Analytics

2024

Actualising AI affordances: insights from a professional service firm’s journey

Yang, J., Marrone, M. & Amrollahi, A., Jul 2024, PACIS 2024 Proceedings: Preparing the Next Generation for the IT-Driven Future. Ho Chi Minh City, Vietnam: AIS Electronic Library (AISeL), p. 1-17 17 p. 7

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Open Access

A discussion on the robust vector autoregressive models: novel evidence from safe haven assets

Chang, L. & Shi, Y., Aug 2024, In: Annals of Operations Research. 339, 3, p. 1725-1755 31 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

1 Citation (Scopus)

10 Downloads (Pure)

A framework of environmental, personal, and behavioral factors of adult learning in online communities of practice

Abedini, A., Abedin, B. & Zowghi, D., Jun 2024, In: Information Systems Frontiers. 26, 3, p. 1201-1218 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

3 Citations (Scopus)

40 Downloads (Pure)

Agrivoltaics in NSW workshop report: investigating legal, policy, market and technological barriers

Taylor, M., McDonnell, N., Davies, P., Trueck, S. & Deilami, S., 2024, Sydney, NSW: Transforming Energy Markets Research Centre, Macquarie University. 21 p.

Research output: Book/Report › Other report

A history of Australian co-operatives 1827–2023

Patmore, G., Balnave, N. & Marjanovic, O., 2024, Abingdon, Oxon ; New York, NY: Routledge, Taylor and Francis Group. 255 p.

Research output: Book/Report › Book › peer-review

Open Access

File

309 Downloads (Pure)

A multilevel review of artificial intelligence in organizations: Implications for organizational behavior research and practice

Bankins, S., Ocampo, A. C. G., Marrone, M., Restubog, S. L. D. & Woo, S. E., Feb 2024, In: Journal of Organizational Behavior. 45, 2, p. 159-182 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

50 Citations (Scopus)

177 Downloads (Pure)

Artificial intelligence adoption in a professional service industry: A multiple case study

Yang, J., Blount, Y. & Amrollahi, A., Apr 2024, In: Technological Forecasting and Social Change. 201, p. 1-18 18 p., 123251.

Research output: Contribution to journal › Article › peer-review

Open Access

File

7 Citations (Scopus)

154 Downloads (Pure)

A Self-determination perspective of digital inclusion: A case study of bridging the digital divide in rural China

Yue, L. & Cui, L., 27 Mar 2024, In: Journal of Global Information Management. 32, 1, p. 1-21 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

61 Downloads (Pure)

A semi-parametric claims reserving model with monotone splines

Chang, L., Gao, G. & Shi, Y., 6 May 2024, (E-pub ahead of print) In: Annals of Operations Research.

Research output: Contribution to journal › Article › peer-review

Open Access

A tale of two tails: a new unique information share measure based on copulas

Shi, Y., 2024, In: Journal of Financial Econometrics. 22, 4, p. 1170-1208 39 p.

Research output: Contribution to journal › Article › peer-review

Beyond purchase intention in sports sponsorship: an alternative approach to measuring brand equity using best-worst scaling

Almaiman, K. H., Ang, L. & Winzar, H., 2024, In: European Journal of Marketing. 58, 13, p. 1-29 29 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

62 Downloads (Pure)

Beyond the breach: Bitcoin's response to exchange-related cyberattacks and closures

Lee, S. A. & Milunovich, G., Feb 2024, (E-pub ahead of print) In: Applied Economics Letters. 5 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Bootstrapping long-run covariance of stationary functional time series

Shang, H. L., Mar 2024, In: Forecasting. 6, 1, p. 138–151 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

47 Downloads (Pure)

Can stablecoins foster cryptocurrencies adoption?

Au, C. H., Hsu, W. S., Shieh, P. H. & Yue, L., 2024, In: Journal of Computer Information Systems. 64, 3, p. 360-369 10 p.

Research output: Contribution to journal › Article › peer-review

Claims reserving with a robust generalized additive model

Chang, L., Gao, G. & Shi, Y., 30 Jan 2024, (E-pub ahead of print) In: North American Actuarial Journal. 21 p.

Research output: Contribution to journal › Article › peer-review

Coherent mortality forecasting with a model averaging approach: evidence from global populations

Shi, Y., 2024, In: North American Actuarial Journal. 28, 1, p. 218-235 18 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Detection and estimation of structural breaks in high-dimensional functional time series

Li, D., Li, R. & Shang, H. L., Aug 2024, In: Annals of Statistics. 52, 4, p. 1716-1740 25 p.

Research output: Contribution to journal › Article › peer-review

Developing dynamic capabilities to increase cybersecurity policymaking agility and resilience

Afshari Mofrad, M., Abedin, B. & Amrollahi, A., 2024, PACIS 2024 Proceedings: Pacific-Asia Conference on Information Systems. Ho Chi Minh City, Vietnam: AIS Electronic Library (AISeL), p. 1-9 9 p. 1482

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Open Access

Development of functional quantile autoregressive model for river flow curve forecasting

Mutis, M., Beyaztas, U., Simsek, G. G., Shang, H. L. & Yaseen, Z. M., Aug 2024, In: Earth and Space Science. 11, 8, e2024EA003564.

Research output: Contribution to journal › Article › peer-review

Open Access

File

2 Downloads (Pure)

Dynamic capabilities for nimbleness and resilience in a continuous digital transformation: action design research in an Australian financial services organisation

Faro, B., Abedin, B., Cetindamar, D. & Daneshgar, F., 17 Jul 2024, In: Journal of Enterprise Information Management. 37, 4, p. 1206-1226 21 p.

Research output: Contribution to journal › Article › peer-review

Editorial Overview of Digital Literacy of Employees and Organizational Transformation and Innovation

Cetindamar, D., Abedin, B., Gerdsri, N. & Shirahada, K., 2024, In: IEEE Transactions on Engineering Management. 71, p. 7832-7836 5 p.

Research output: Contribution to journal › Editorial › peer-review

Open Access

Emission intensities in the Australian National Electricity Market – An econometric analysis

Ming, W., Nazifi, F. & Trück, S., Jan 2024, In: Energy Economics. 129, p. 1-18 18 p., 107184.

Research output: Contribution to journal › Article › peer-review

Open Access

File

3 Citations (Scopus)

47 Downloads (Pure)

Enhancing learning effectiveness in livestream teaching: Investigating the impact of teaching, social, and cognitive presences through a community of inquiry lens

Cui, X., Qian, J., Garshasbi, S., Zhang, S., Sun, G., Wang, J., Shen, J., Yue, L. & Lyu, Y., 2024, In: STEM Education. 4, 2, p. 82-105 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

1 Citation (Scopus)

70 Downloads (Pure)

Epidemic modelling and actuarial applications for pandemic insurance: A case study of Victoria, Australia

Zhai, C., Chen, P., Jin, Z. & Siu, T. K., Jan 2024, (E-pub ahead of print) In: Annals of Actuarial Science. 28 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Examining consumers' perceptions of relationship value with retailers: a multi-method approach

Abid, M., Fazel e Hasan, S. M., Ahmadi, H., Amrollahi, A. & Mortimer, G., 20 Sept 2024, (E-pub ahead of print) In: International Journal of Retail and Distribution Management. 18 p.

Research output: Contribution to journal › Article › peer-review

Explicating AI literacy of employees at digital workplaces

Cetindamar, D., Kitto, K., Wu, M., Zhang, Y., Abedin, B. & Knight, S., 2024, In: IEEE Transactions on Engineering Management. 71, p. 810-823 14 p.

Research output: Contribution to journal › Article › peer-review

38 Citations (Scopus)

Factor-augmented model for functional data

Gao, Y., Shang, H. L. & Yang, Y., Jan 2024, In: Statistica Sinica. 34, 1, p. 1-26 26 p.

Research output: Contribution to journal › Article › peer-review

Forecasting age- and sex-specific survival functions: application to annuity pricing

Wang, S., Shang, H. L., Tickle, L. & Li, H., Jul 2024, In: Risks. 12, 7, p. 1-15 15 p., 117.

Research output: Contribution to journal › Article › peer-review

Open Access

File

9 Downloads (Pure)

Forecasting Australian fertility by age, region, and birthplace

Yang, Y., Shang, H. L. & Raymer, J., Apr 2024, In: International Journal of Forecasting. 40, 2, p. 532-548 17 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Forecasting high-dimensional functional time series: Application to sub-national age-specific mortality

Jiménez-Varón, C. F., Sun, Y. & Shang, H. L., 20 Feb 2024, (E-pub ahead of print) In: Journal of Computational and Graphical Statistics.

Research output: Contribution to journal › Article › peer-review

Fractionally integrated curve time series with cointegration

Seo, W-K. & Shang, H. L., 9 Oct 2024, In: Electronic Journal of Statistics. 18, 2, p. 3858 - 3902 45 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

Harnessing the potential of artificial intelligence: affordances, constraints, and strategic implications for professional services

Yang, J., Amrollahi, A. & Marrone, M., Dec 2024, In: Journal of Strategic Information Systems. 33, 4, p. 1-40 40 p., 101864.

Research output: Contribution to journal › Article › peer-review

Open Access

File

4 Downloads (Pure)

How temporal patterns of medication adherence to antidepressants, bisphosphonates and statins are associated with healthcare cost

Park, K. H., Tickle, L. & Cutler, H., 2024, In: Applied Economics. 56, 11, p. 1283-1308 26 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

How tourists’ negative and positive emotions motivate their intentions to reduce food waste

Fazal-e-Hasan, S. M., Mortimer, G., Ahmadi, H., Abid, M., Farooque, O. & Amrollahi, A., 2024, In: Journal of Sustainable Tourism. 32, 10, p. 2039-2059 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

2 Citations (Scopus)

2 Downloads (Pure)

Investment–consumption–insurance optimisation problem with multiple habit formation and non-exponential discounting

Wang, Y., Liu, J. & Siu, T. K., Jan 2024, In: Finance and Stochastics. 28, 1, p. 161-214 54 p.

Research output: Contribution to journal › Article › peer-review

Investment–consumption optimization with transaction cost and learning about return predictability

Wang, N. & Siu, T. K., 1 Nov 2024, In: European Journal of Operational Research. 318, 3, p. 877-891 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

4 Downloads (Pure)

Keeping the gates closed: the effect of conflict management styles, anxiety, and technical skills on security noncompliance intention among smartphone users

Rahmani, D., Jafarzadeh, H. & Hess, A. C., 12 Aug 2024, (E-pub ahead of print) In: Behaviour and Information Technology.

Research output: Contribution to journal › Article › peer-review

Open Access

Less is more? Communicating SDG orientation and enterprises' economic performance

Mann, E. C., Safari, N., Oetzel, J., Dillon, S. & Williamson, A. J., Nov 2024, In: Journal of Business Venturing Insights. 22, p. 1-9 9 p., e00470.

Research output: Contribution to journal › Article › peer-review

Open Access

File

2 Citations (Scopus)

40 Downloads (Pure)

Life-cycle model with subsistence consumption constraint and state-dependent utilities

Wang, H., Siu, T. K., Hu, S. & Wang, N., Jul 2024, In: North American Journal of Economics and Finance. 73, p. 1-22 22 p., 102182.

Research output: Contribution to journal › Article › peer-review

Open Access

File

5 Downloads (Pure)

Locally sparse and robust partial least squares in scalar-on-function regression

Gurer, S., Shang, H. L., Mandal, A. & Beyaztas, U., Oct 2024, In: Statistics and Computing. 34, 5, p. 1-17 17 p., 150.

Research output: Contribution to journal › Article › peer-review

Open Access

File

9 Downloads (Pure)

Modeling and management of cyber risk: a cross-disciplinary review

He, R., Jin, Z. & Li, J. S-H., 4 Jan 2024, (E-pub ahead of print) In: Annals of Actuarial Science.

Research output: Contribution to journal › Review article › peer-review

Open Access

Mortality modelling with arrival of additional year of mortality data: Calibration and forecasting

Mok, K. K., Tan, C. I., Zhang, J. & Shi, Y., 25 Apr 2024, In: Demographic Research. 50, p. 797–826 30 p., 28.

Research output: Contribution to journal › Article › peer-review

Open Access

File

34 Downloads (Pure)

Mortality models ensemble via Shapley value

Bimonte, G., Russolillo, M., Shang, H. L. & Yang, Y., 31 May 2024, (E-pub ahead of print) In: Decisions in Economics and Finance.

Research output: Contribution to journal › Article › peer-review

Open Access

Multi-factor polynomial diffusion models and inter-temporal futures dynamics

He, P., Kordzakhia, N., Peters, G. W. & Shevchenko, P. V., 2024, 2021-2022 MATRIX Annals. Wood, D. R., de Gier, J. & Praeger, C. E. (eds.). Cham: Springer, Springer Nature, p. 363–382 20 p. (MATRIX Book Series; vol. 5).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Multi-population mortality modelling: a Bayesian hierarchical approach

Shi, J., Shi, Y., Wang, P. & Zhu, D., 25 Jan 2024, In: ASTIN Bulletin. 54, 1, p. 46-74 29 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

50 Downloads (Pure)

Navigating career stages in the age of artificial intelligence: A systematic interdisciplinary review and agenda for future research

Bankins, S., Jooss, S., Restubog, S. L. D., Marrone, M., Ocampo, A. C. G. & Shoss, M., Sept 2024, In: Journal of Vocational Behavior. 153, p. 1-19 19 p., 104011.

Research output: Contribution to journal › Article › peer-review

Open Access

File

3 Citations (Scopus)

31 Downloads (Pure)