HAO-CHUN CHUANG
Name HAO-CHUN CHUANG
Email
Office Tel No. 81227
Research Expertise Retailing、Smart  Operations、Quantitative Analysis、Supply Chain 、 System Dynamics
Teaching Field Decision Sciences 、Quantitative Methods 、Operations /Sales Analytics
Educational background Ph.D., Information and Operations Management, Texas A&M University - College Station
Job Title Professor
Year Paper Title
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
Project Category Year Project Title Participator Job Title Period Unit
MOST Projects 115 存貨紀錄錯誤：潛在演變、最適檢查與高維估計(3/3) CHUANG HAO-CHUN Principal Investigator 2028.08 ~ 2029.07 National Science and Technology Council
MOST Projects 115 存貨紀錄錯誤：潛在演變、最適檢查與高維估計(2/3) CHUANG HAO-CHUN Principal Investigator 2027.08 ~ 2029.07 National Science and Technology Council
MOST Projects 115 存貨紀錄錯誤：潛在演變、最適檢查與高維估計(1/3) CHUANG HAO-CHUN Principal Investigator 2026.08 ~ 2029.07 National Science and Technology Council
Other Projects 115 數據導向營運模擬與人力數量規劃模組 CHUANG HAO-CHUN Principal Investigator 2026.04 ~ 2026.08
MOST Projects 114 實證作業管理中的理論發展與模型建構：機器學習觀點(4/4) CHUANG HAO-CHUN Principal Investigator 2025.08 ~ 2026.07 National Science and Technology Council
MOST Projects 113 實證作業管理中的理論發展與模型建構：機器學習觀點(3/4) CHUANG HAO-CHUN Principal Investigator 2024.08 ~ 2025.07 National Science and Technology Council
Other Projects 113 研擬政大數位智慧發展白皮書 CHUANG HAO-CHUN,HSIAO NAIYI,LIAO CHUN-FENG 2024.07 ~ 2025.06 National Chengchi University
MOST Projects 112 實證作業管理中的理論發展與模型建構：機器學習觀點(2/4) CHUANG HAO-CHUN Principal Investigator 2023.08 ~ 2024.07 National Science and Technology Council
Other Projects 111 OPENTIX文化禮金專案數據分析研究 CHUANG HAO-CHUN,LEE HSIAO-HUI 2022.08 ~ 2023.02
MOST Projects 111 實證作業管理中的理論發展與模型建構：機器學習觀點(1/4) CHUANG HAO-CHUN Principal Investigator 2022.08 ~ 2023.07 National Science and Technology Council
MOST Projects 109 數據與決策分析於零售商與電子通路商營運(3/3) CHUANG HAO-CHUN Principal Investigator 2022.08 ~ 2023.07 National Science and Technology Council
Other Projects 111 零售鮮食銷量預測與即期促銷技術 CHUANG HAO-CHUN Principal Investigator 2022.01 ~ 2022.12
MOST Projects 109 數據與決策分析於零售商與電子通路商營運(2/3) CHUANG HAO-CHUN Principal Investigator 2021.08 ~ 2023.07 National Science and Technology Council
MOST Projects 109 數據與決策分析於零售商與電子通路商營運(1/3) CHUANG HAO-CHUN Principal Investigator 2020.08 ~ 2023.07 National Science and Technology Council
Other Projects 109 行銷效應對需求量影響評估 CHUANG HAO-CHUN Principal Investigator 2020.01 ~ 2020.12
Other Projects 109 以機器學習進行WPG Hub前置時間需求預測 CHOU YEN-CHUN,CHUANG HAO-CHUN Principal Investigator 2020.01 ~ 2020.07
MOST Projects 108 零售貨架稽核、概化幾何分配與成本敏感學習 CHUANG HAO-CHUN Principal Investigator 2019.08 ~ 2020.07 National Science and Technology Council
MOST Projects 107 群體資訊衰退與存貨檢查 CHUANG HAO-CHUN Principal Investigator 2018.08 ~ 2019.07 National Science and Technology Council
MOST Projects 106 連續零銷售與零售貨架稽核 CHUANG HAO-CHUN Principal Investigator 2017.08 ~ 2018.07 National Science and Technology Council
MOST Projects 105 檢視精實存貨的黑暗面：零售商效率的計量經濟分析 CHUANG HAO-CHUN Principal Investigator 2016.08 ~ 2017.07 National Science and Technology Council
MOST Projects 104 以來店人數為基礎的零售服飾業人力規劃 CHUANG HAO-CHUN Principal Investigator 2015.08 ~ 2016.07 National Science and Technology Council
MOST Projects 103 零售業存貨紀錄錯誤之動態模擬與實證分析 CHUANG HAO-CHUN Principal Investigator 2014.08 ~ 2015.07 National Science and Technology Council
MOST Projects 103 2014年台斐"Innovation and Commercialization"雙邊研討會及南非訪團參訪活動 CHUANG HAO-CHUN,LIANG TING-PENG 2014.04 ~ 2014.06 National Science and Technology Council
MOST Projects 102 網站服務特徵對電子零售商績效之影響 CHUANG HAO-CHUN Principal Investigator 2013.10 ~ 2014.09 National Science and Technology Council
Year Research Title Publish Date Authors
2024 Jonathan Puerta;Kleitia Zeqo;Anastasiia Konstantynova;莊皓鈞;Maaike Okano-Heijmans, 2024.05, 'Current state and opportunities for EU-Taiwan R&I cooperation: Supply chain resilience in semiconductors, ' 國科會. 2024-05-01
Country School Name Department Degree Duration
U.S.A. Texas A&M University - College Station Information and Operations Management 博士 2008.09 ~ 2013.05
TAIWAN, REPUBLIC OF CHINA 國立臺北科技大學 商業與自動化管理 碩士 2004.08 ~ 2006.08
TAIWAN, REPUBLIC OF CHINA 國立政治大學 資訊管理學系 學士 2000.09 ~ 2004.06
Experience Category Organization Title Department Job Title Duration
Current NATIONAL CHENGCHI UNIVERSITY Department of Management Information System 教授 2022.02 ~ Up to today
Current NATIONAL CHENGCHI UNIVERSITY Department of Management Information System 副教授 2016.08 ~ 2022.02
Current NATIONAL CHENGCHI UNIVERSITY Department of Management Information System 助理教授 2013.08 ~ 2016.08
Honor Category Year Award Name Awarding Unit
Inside School 114 國科會研究獎勵 科技部(國科會)
Outside School 114 國際年輕傑出學者研究計畫 國科會
Outside School 113 國際年輕傑出學者研究計畫 國科會
Outside School 113 2024 JOM Associate Editor Service Award Journal of Operations Management
Inside School 113 學術研究特優獎 政治大學
Inside School 113 國科會傑出研究獎 科技部(國科會)
Inside School 113 國科會研究獎勵 科技部(國科會)
Inside School 112 資深優良教師(10年) 國立政治大學
Inside School 112 學術研究特優獎 政治大學
Inside School 112 國科會研究獎勵 科技部(國科會)
Outside School 112 OMEGA Best Paper Award 2023 Elsevier & OMEGA
Outside School 112 JORS Outstanding Reviewer The OR Society
Inside School 112 玉山學術獎 商學院
Outside School 112 國際年輕傑出學者研究計畫 國科會
Outside School 111 國際年輕傑出學者研究計畫 國科會
Inside School 111 玉山學術獎 商學院
Inside School 111 國科會研究獎勵 科技部(國科會)
Inside School 110 國科會研究獎勵 科技部(國科會)
Inside School 110 玉山學術獎 商學院
Inside School 109 學士班英語專業績優課程 政治大學
Inside School 109 國科會研究獎勵 科技部(國科會)
Inside School 108 國科會傑出研究獎 科技部(國科會)
Inside School 108 國科會研究獎勵 科技部(國科會)
Inside School 108 學術研究特優獎 政治大學
Inside School 108 學士班英語專業績優課程 政治大學
Inside School 108 玉山學術獎 商學院
Inside School 107 國科會研究獎勵 科技部(國科會)
Inside School 107 優良數位學習課程 政治大學
Inside School 107 學士班英語專業績優課程 政治大學
Outside School 107 呂鳳章先生紀念獎章 中華民國管理科學學會
Outside School 106 優秀年輕學者研究計畫 科技部
Inside School 106 教學特優獎 商學院
Inside School 106 吳大猷先生紀念獎 科技部(國科會)
Inside School 105 學術研究特優獎 政治大學
Inside School 105 玉山學術獎 商學院
Outside School 105 優秀年輕學者研究計畫 科技部
Inside School 104 學術研究特優獎 政治大學
Outside School 104 溫世仁服務科學新苗獎 溫世仁文教基金會
Outside School 102 Honorable Mention for INFORMS Service Science Student Best Paper Award INFORMS
Inside School 102 優良數位學習課程 政治大學