This paper uses machine learning (ML) to estimate hedonic price indices at scale from item-level transaction and product characteristics. The procedure uses state-of-the-art approaches from hedonic econometrics and implements them with a neural network ML approach. Applying the methodology to...

Purpose: The balanced scorecard (BSC) has been a popular management innovation in health care. Implementing an innovation like the BSC can change the professional subcultures of a hospital. The purpose of this paper is to measure subcultures to establish the level of change during the...

Purpose – The purpose of this paper is to show how the balanced scorecard (BSC) has been a prominent innovation in strategic performance measurement systems. The health care sector has started to adopt this approach. Design/methodology/approach – There are many case studies of BSC...

Purpose The purpose of this paper is to build a new model of organisational change in Chinese hospitals drawing in all the key factors which explain the change process. At a time of significant change in Chinese hospitals, understanding change recipients’ responses is critical. For this study,...

This paper treats the Chinese open government's data (OGD) policy as a quasi-natural experiment and uses the staggered did method to make causal inferences about big data and corporate open innovation. After a series of robustness tests, the results indicate that big data significantly increases...

The U.K. Small Business Digital Capacity Programme Challenge Fund 2014 aimed at disseminating information and training about the use of digital technologies among SMEs. Using a novel firm-level dataset of web technologies, our matched differences-test strategy shows that, following the...

This paper uses machine learning (ML) to estimate hedonic price indices at scale from item-level transaction and product characteristics. The procedure uses state-of-the-art approaches from hedonic econometrics and implements them with a neural network ML approach. Applying the methodology to...

Purpose: Most of the extant literature on resilience builds on normative, conceptual or silo approaches, thereby lacking an integrative approach to cold chain logistics risks (CCLRs) and resilience. The purpose of this paper is to bridge the current research gap by developing a model, based on...