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6C APIOBPCS Battery secondary use behavioural causes bibliometric analysis bullwhip bullwhip effect business ecosystem capability carbon reduction investment carbon tax chain management Channel conflict closed-loop supply chain Closed-loop supply chains cognitive psychology commonality construct Contract coordination control theory Credit Risk Forecasting current research issues customer reviews demand chain management digital transformation Digital twin Dynamic Performance dynamic programming E-collaboration e-commerce editorial Electric vehicle Energy price ESG performance event study filtering forecasting framework fuzzy sets GERT Green technology innovation greenwashing Imperfect information Incentive policy design innovation adoption input–output analysis Internet of Things (IoT) interpretable machine learning inventory control Inventory Variance Laplace transform literature review machine learning manufacturing and remanufacturing decision material requirements planning (MRP) media coverage Moment-Generating Function multilevel coordination multiple criteria decision-making Online to offline order allocation order-up-to policy Partial Dependency Plot physical internet Platform platform service supply product attributes Product return product returns product returns behavior production and operations management production-inventory system Recycle and remanufacturing regression analysis Remanufacturing resonance Return forecasting Revenue sharing RS-MultiBoosting semiconductor industry service service innovation service science shock behaviour signalling theory Small and Medium-sized Enterprises SMEs SOEs Special issue on production economics Stackelberg game stock market reaction Subsidy policy supplier selection Supply chain supply chain control Supply Chain Finance supply chain management supply chains sustainable management sustainable practices system dynamics systematic review technology adoption topic modelling Transfer function uncertainty variance vector auto-regressive process web-based integration

Number of items: 123.

6C

Rong, Ke, Hu, Guangyu, Lin, Yong ORCID: https://orcid.org/0000-0001-7118-2946, Shi, Yongjiang and Guo, Liang (2015) Understanding business ecosystem using a 6C framework in Internet-of-Things-based sectors. International Journal of Production Economics, 159. pp. 41-55. ISSN 0925-5273 (doi:10.1016/j.ijpe.2014.09.003)

APIOBPCS

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Disney, Stephen and Towill, Denis R. (2010) A pragmatic approach to the design of bullwhip controllers. International Journal of Production Economics, 128 (2). pp. 556-568. ISSN 0925-5273 (doi:10.1016/j.ijpe.2010.07.023)

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Naim, Mohamed M. and Disney, Stephen M. (2016) The impact of product returns and remanufacturing uncertainties on the dynamic performance of a multi-echelon closed-loop supply chain. International Journal of Production Economics, 183 (B). pp. 487-502. ISSN 0925-5273 (doi:10.1016/j.ijpe.2016.07.021)

Battery secondary use

Gu, Xiaoyu, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Huang, Hongfu, Shi, Xiutian and Ieromonachou, Petros ORCID: https://orcid.org/0000-0002-5842-9585 (2021) Electric vehicle battery secondary use under government subsidy: a closed-loop supply chain perspective. International Journal of Production Economics:108035. ISSN 0925-5273 (doi:10.1016/j.ijpe.2021.108035)

behavioural causes

Yang, Y., Lin, J., Liu, G. and Zhou, L. ORCID: https://orcid.org/0000-0001-7132-5935 (2021) The behavioural causes of bullwhip effect in supply chains: A systematic literature review. International Journal of Production Economics:108120. ISSN 0925-5273 (doi:10.1016/j.ijpe.2021.108120)

bibliometric analysis

Duong, Quang Huy ORCID: https://orcid.org/0000-0003-2108-2976, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Meng, Meng, Nguyen, Truong Van, Ieromonachou, Petros ORCID: https://orcid.org/0000-0002-5842-9585 and Nguyen, Duy Tiep (2021) Understanding product returns: a systematic literature review using machine learning and bibliometric analysis. International Journal of Production Economics, 243:108340. ISSN 0925-5273 (Print), 0925-5273 (Online) (doi:10.1016/j.ijpe.2021.108340)

Nguyen, Tiep, Duong, Quang Huy ORCID: https://orcid.org/0000-0003-2108-2976, Nguyen, Truong Van, Zhu, You and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2022) Knowledge mapping of digital twin and physical internet in supply chain management: a systematic literature review. International Journal of Production Economics, 244:108381. ISSN 0925-5273 (Print), 0925-5273 (Online) (doi:10.1016/j.ijpe.2021.108381)

bullwhip

Towill, Denis R., Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 and Disney, Stephen M. (2007) Reducing the bullwhip effect: Looking through the appropriate lens. International Journal of Production Economics, 108. pp. 444-453. ISSN 0925-5273 (doi:10.1016/j.ijpe.2006.12.024)

bullwhip effect

business ecosystem

Lin, Yong ORCID: https://orcid.org/0000-0001-7118-2946, Chen, Anlan, Yin, Yanhai, Li, Qing, Zhu, Qiaoni and Luo, Jing ORCID: https://orcid.org/0009-0004-7818-4396 (2021) A framework for sustainable management of the platform service supply chain: An empirical study of the logistics sector in China. International Journal of Production Economics, 235:108112. ISSN 0925-5273 (doi:10.1016/j.ijpe.2021.108112)

capability

carbon reduction investment

Luo, Ruiling, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Song, Yang and Fan, Tijun (2022) Evaluating the impact of carbon tax policy on manufacturing and remanufacturing decisions in a closed-loop supply chain. International Journal of Production Economics, 245:108408. ISSN 0925-5273 (Print), 0925-5273 (Online) (doi:10.1016/j.ijpe.2022.108408)

carbon tax

chain management

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Liu, Weihua, Shi, Chunming (Victor) and Guowei, Hua (2022) Platform service supply chain management: challenges and solutions. International Journal of Production Economics, 247:108480. ISSN 0925-5273 (doi:10.1016/j.ijpe.2022.108480)

Channel conflict

Xie, JiaPing, Liang, Lang, Liu, LuHao and Ieromonachou, Petros ORCID: https://orcid.org/0000-0002-5842-9585 (2016) Coordination contracts of dual-channel with cooperation advertising in closed-loop supply chains. International Journal of Production Economics, 183 (Part B). pp. 528-538. ISSN 0925-5273 (doi:10.1016/j.ijpe.2016.07.026)

closed-loop supply chain

Hosoda, Takamichi, Disney, Stephen M. and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2021) The yield rate paradox in closed-loop supply chains. International Journal of Production Economics, 239:108187. ISSN 0925-5273 (doi:10.1016/j.ijpe.2021.108187)

Closed-loop supply chains

cognitive psychology

commonality

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 and Grubbström, Robert W. (2004) Analysis of the effect of commonality in multi-level inventory systems applying MRP theory. International Journal of Production Economics, 90 (2). pp. 251-263. ISSN 0925-5273 (doi:10.1016/S0925-5273(03)00208-1)

construct

Contract coordination

control theory

Credit Risk Forecasting

Zhu, You, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Xie, Chi, Wang, Gang-Jin and Nguyen, Truong V. (2019) Forecasting SMEs’ credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach. International Journal of Production Economics, 211. pp. 22-33. ISSN 0925-5273 (doi:10.1016/j.ijpe.2019.01.032)

current research issues

Nigro, Giovanna Lo, Abdel-Malek, Layek and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2019) Current research issues in production and operations management. International Journal of Production Economics, 221:107536. ISSN 0925-5273 (doi:10.1016/j.ijpe.2019.107536)

customer reviews

Duong, Quang Huy ORCID: https://orcid.org/0000-0003-2108-2976, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Nguyen, Van Truong and Meng, Meng (2024) Understanding and predicting online product return behavior: an interpretable machine learning approach. International Journal of Production Economics:109499. ISSN 0925-5273 (Print), 1873-7579 (Online) (doi:10.1016/j.ijpe.2024.109499)

demand chain management

Chong, Alain Yee-Loong and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2014) Demand chain management: relationships between external antecedents, web-based integration and service innovation performances. International Journal of Production Economics, 154 (August). pp. 48-58. ISSN 0925-5273 (doi:10.1016/j.ijpe.2014.04.005)

digital transformation

Ren, Hesong, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Wang, Nengmin and He, Zhengwen (2024) Digital transformation and green technology innovation in Chinese semiconductor industry: A fixed effects regression analysis considering media coverage, ownership type, compensation incentives, managerial myopia. International Journal of Production Economics:109400. ISSN 0925-5273 (Print), 1873-7579 (Online) (doi:10.1016/j.ijpe.2024.109400)

Digital twin

Dynamic Performance

dynamic programming

Mafakheri, Fereshteh, Breton, Michele and Ghoniem, Ahmed (2011) Supplier selection-order allocation: A two stage multiple criteria dynamic programming approach. International Journal of Production Economics, 132 (1). pp. 52-57. ISSN 0925-5273 (doi:10.1016/j.ijpe.2011.03.005)

E-collaboration

Chan, Felix T.S., Chong, Alain Yee-Loong and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2012) An empirical investigation of factors affecting e-collaboration diffusion in SMEs. International Journal of Production Economics, 138 (2). pp. 329-344. ISSN 0925-5273 (doi:10.1016/j.ijpe.2012.04.004)

e-commerce

editorial

Electric vehicle

Gu, Xiaoyu, Ieromonachou, Petros ORCID: https://orcid.org/0000-0002-5842-9585 and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2019) Subsidising an electric vehicle supply chain with imperfect information. International Journal of Production Economics, 211. pp. 82-97. ISSN 0925-5273 (doi:10.1016/j.ijpe.2019.01.021)

Energy price

ESG performance

Xu, Mao ORCID: https://orcid.org/0000-0003-3455-7731, Tse, Ying Kei, Geng, Ruoqi, Liu, Zhenyuan and Potter, Andrew (2025) Greenwashing and market value of firms: an empirical study. International Journal of Production Economics, 284:109606. ISSN 1873-7579 (Print), 0925-5273 (Online) (doi:10.1016/j.ijpe.2025.109606)

event study

filtering

forecasting

framework

fuzzy sets

Xie, Ying, Petrovic, Dobrila and Burnham, Keith (2006) A heuristic procedure for the two-level control of serial supply chains under fuzzy customer demand. International Journal of Production Economics, 102 (1). pp. 37-50. ISSN 0925-5273 (doi:10.1016/j.ijpe.2005.01.016)

GERT

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Xie, Jiaping, Gu, Xiaoyu, Lin, Yong ORCID: https://orcid.org/0000-0001-7118-2946, Ieromonachou, Petros ORCID: https://orcid.org/0000-0002-5842-9585 and Zhang, Xiaole (2016) Forecasting return of used products for remanufacturing using graphical evaluation and review technique (GERT). International Journal of Production Economics, 181 (B). pp. 315-324. ISSN 0925-5273 (doi:10.1016/j.ijpe.2016.04.016)

Green technology innovation

greenwashing

Imperfect information

Incentive policy design

innovation adoption

input–output analysis

Internet of Things (IoT)

interpretable machine learning

inventory control

Inventory Variance

Laplace transform

literature review

machine learning

manufacturing and remanufacturing decision

material requirements planning (MRP)

media coverage

Moment-Generating Function

multilevel coordination

multiple criteria decision-making

Online to offline

order allocation

order-up-to policy

Partial Dependency Plot

physical internet

Platform

platform service supply

product attributes

Product return

product returns

product returns behavior

production and operations management

production-inventory system

Recycle and remanufacturing

regression analysis

Remanufacturing

resonance

Return forecasting

Revenue sharing

RS-MultiBoosting

semiconductor industry

service

service innovation

service science

shock behaviour

signalling theory

Small and Medium-sized Enterprises

SMEs

SOEs

Special issue on production economics

Lo Nigro, Giovanna, Matsukawa, Hiroaki and Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 (2015) Editorial: Current research issues in production economics. International Journal of Production Economics, 170 (Part B). pp. 375-376. ISSN 0925-5273 (doi:10.1016/j.ijpe.2015.11.005)

Stackelberg game

stock market reaction

Subsidy policy

supplier selection

Supply chain

supply chain control

Supply Chain Finance

supply chain management

Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935, Chong, Alain Y.L. and Ngai, Eric W.T. (2015) Supply chain management in the era of the internet of things (Editorial). International Journal of Production Economics, 159. pp. 1-3. ISSN 0925-5273 (doi:10.1016/j.ijpe.2014.11.014)