| 姓名 |
莊皓鈞 |
| 電子郵件 |
|
| 聯絡電話 |
81227 |
| 研究專長 |
零售、智能營銷、計量分析、供應鏈、系統動態模擬 |
| 授課領域 |
決策科學、數量方法、營運/銷售分析 |
| 學歷 |
美國德州農工大學 資訊與作業管理 博士 |
| 職稱 |
教授 |
| 年度 |
論文名稱 |
| 2026 |
Ping Chou;Yen-Chun Chou;莊皓鈞*, 2026.01, 'Beyond discrete-time hazard regression: Bayesian regularization for dynamic churn modeling, ' Journal of Operations Management, Vol.72, No.1, pp.131-158.(SSCI)(*為通訊作者), vol. 142702, Jan. 2026 |
| 2025 |
Pai-Chieh Hsiao;Yen-Chun Chou;莊皓鈞*, 2025.07, 'Reduce-then-predict or simultaneous reduce-and-predict? Data-driven sparse modeling for improving R&D efficiency, ' IEEE Transactions on Engineering Management, Vol.72, pp.2646-2660.(SSCI, SCIE)(*為通訊作者), vol. 135790, Jul. 2025 |
| 2023 |
Chien-Ming Chen;莊皓鈞*, 2023.09, 'Time to shift the shift: Performance effects of within-day cumulative service encounters in retail stores, ' Omega, Vol.119, pp.102892.(SSCI, SCIE)(*為通訊作者), vol. 106893, Sep. 2023 |
| 2023 |
Yen-Chun Chou;莊皓鈞*;Ping Chou;Rogelio Oliva, 2023.06, 'Supervised machine learning for theory building and testing: Opportunities in operations management, ' Journal of Operations Management, Vol.69, No.4, pp.643-675.(SSCI, SCI)(*為通訊作者), vol. 102161, Jun. 2023 |
| 2022 |
莊皓鈞;Rogelio Oliva*;Subodha Kumar, 2022.03, 'Group-level information decay and inventory inspection: An empirical-analytical approach, ' Journal of Operations Management, Vol.68, No.2, pp.130-152.(SSCI, SCIE)(*為通訊作者), vol. 435232, Mar. 2022 |
| 2022 |
Yen-Chun Chou;莊皓鈞*;Ting-Peng Liang, 2022.02, 'Elaboration likelihood model, endogenous quality indicators, and online review helpfulness, ' Decision Support Systems, Vol.153, pp.113683.(SCI)(*為通訊作者), vol. 433904, Feb. 2022 |
| 2022 |
Ping Chou;莊皓鈞*;Yen-Chun Chou;Ting-Peng Liang, 2022.01, 'Predictive analytics for customer repurchase: Interdisciplinary integration of buy till you die modeling and machine learning, ' European Journal of Operational Research, Vol.296, No.2, pp.635-651.(SCI)(*為通訊作者), vol. 430604, Jan. 2022 |
| 2021 |
莊皓鈞;Yen-Chun Chou;Rogelio Oliva*, 2021.10, 'Cross-item learning for volatile demand forecasting: An intervention with predictive analytics, ' Journal of Operations Management, Vol.67, No.7, pp.828-852.(SSCI, SCI)(*為通訊作者), vol. 430778, Oct. 2021 |
| 2019 |
莊皓鈞;Rogelio Oliva*;Gregory Heim, 2019.09, 'Examining the link between retailer inventory leanness and operational efficiency: Moderating roles of firm size and demand uncertainty, ' Production and Operations Management, Vol.28, No.9, pp.2338-2364.(SCI)(*為通訊作者), vol. 424257, Sep. 2019 |
| 2018 |
Yen-Chun Chou;莊皓鈞*, 2018.12, 'A predictive investigation of first-time customer retention in online reservation services, ' Service Business, Vol.12, No.4, pp.685-699.(SSCI)(*為通訊作者), vol. 418563, Dec. 2018 |
| 2018 |
Guanyi Lu;Xin David Ding*;David Xiaosong Peng;莊皓鈞, 2018.11, 'Addressing endogeneity in operations management research: Recent developments, common problems, and directions for future research, ' Journal of Operations Management, Vol.64, pp.53-64.(SSCI, SCI)(*為通訊作者), vol. 421349, Nov. 2018 |
| 2018 |
莊皓鈞*, 2018.11, 'Fixing shelf out-of-stock with signals in point-of-sale data, ' European Journal of Operational Research, Vol.270, No.3, pp.862-872.(SCI)(*為通訊作者), vol. 418165, Nov. 2018 |
| 2016 |
Yen-Chun Chou;莊皓鈞;Benjamin B. Shao*, 2016.06, 'The impact of e-retailer characteristics on initiating mobile retail services: A modular innovation perspective, ' Information & Management, Vol.53, No.4, pp.481-492.(SSCI)(*為通訊作者), vol. 408713, Jun. 2016 |
| 2016 |
莊皓鈞;Rogelio Oliva*;Sheng Liu, 2016.05, 'On-shelf availability, retail performance, and external audits: A field experiment, ' Production and Operations Management, Vol.25, No.5, pp.935-951.(SCI)(*為通訊作者), vol. 408185, May. 2016 |
| 2016 |
莊皓鈞;Rogelio Oliva;Olga Perdikaki*, 2016.01, 'Traffic-based labor planning in retail stores, ' Production and Operations Management, Vol.25, No.1, pp.96-113.(SCI)(*為通訊作者), vol. 407597, Jan. 2016 |
| 2015 |
莊皓鈞*, 2015.12, 'Mathematical modeling and Bayesian estimation for error-prone retail shelf audits, ' Decision Support Systems, Vol.80, pp.72-82.(SCI)(*為通訊作者), vol. 408384, Dec. 2015 |
| 2015 |
莊皓鈞;Rogelio Oliva*, 2015.11, 'Inventory record inaccuracy: Causes and labor effects, ' Journal of Operations Management, Vol.39-40, pp.63-78.(SSCI, SCI)(*為通訊作者), vol. 407598, Nov. 2015 |
| 2015 |
Yen-Chun Chou;莊皓鈞*;Benjamin B. Shao, 2015.07, 'Information initiatives of mobile retailers: A regression analysis of zero-truncated count data with underdispersion, ' Applied Stochastic Models in Business & Industry, Vol.31, No.4, pp.457-463.(SCI)(*為通訊作者), vol. 403374, Jul. 2015 |
| 2014 |
Yen-Chun Chou;莊皓鈞;Benjamin B. Shao*, 2014.12, 'The impacts of information technology on total factor productivity: A look at externalities and innovations, ' International Journal of Production Economics, Vol.158, pp.290-299.(SCI)(*為通訊作者), vol. 404763, Dec. 2014 |
| 2014 |
莊皓鈞;Guanyi Lu;David X. Peng;Gregory R. Heim*, 2014.12, 'Impact of value-added features in e-retailing processes: An econometric analysis of website functionality, ' Decision Sciences, Vol.45, No.6, pp.1159-1186.(SSCI)(*為通訊作者), vol. 395406, Dec. 2014 |
| 2014 |
莊皓鈞*;Rogelio Oliva, 2014.07, 'Estimating retail demand with Poisson mixtures and out-of-sample likelihood, ' Applied Stochastic Models in Business and Industry, Vol.30, No.4, pp.455-463.(SCI)(*為通訊作者), vol. 393658, Jul. 2014 |
| 國家 |
學校名稱 |
系所 |
學位 |
期間 |
| 美國 |
美國德州農工大學 |
資訊與作業管理 |
博士 |
2008.09 ~ 2013.05 |
| 臺灣，中華民國 |
國立臺北科技大學 |
商業與自動化管理 |
碩士 |
2004.08 ~ 2006.08 |
| 臺灣，中華民國 |
國立政治大學 |
資訊管理學系 |
學士 |
2000.09 ~ 2004.06 |
| 經歷類別 |
服務機關名稱 |
單位 |
職務 |
期間 |
| 校內本職 |
政治大學 |
資訊管理學系 |
教授 |
2022.02 ~ 迄今 |
| 校內本職 |
政治大學 |
資訊管理學系 |
副教授 |
2016.08 ~ 2022.02 |
| 校內本職 |
政治大學 |
資訊管理學系 |
助理教授 |
2013.08 ~ 2016.08 |
