Using meta‐analytic structural equation modeling to advance strategic management research: Guidelines and an empirical illustration via the strategic leadership‐performance relationship

This paper demonstrates how meta‐analysis can be combined with structural equation modeling (MASEM) to address new questions in strategic management research. We review this integration, describe its implementation, and compare findings from bivariate meta‐analyses, a direct‐effect structural equations model, and two mediating frameworks using data on the strategic leadership and performance relationship. Results drawn from 208 articles that collectively included data on 495,638 observations demonstrate the new insights available from MASEM while also suggesting a revision to conventional thinking on strategic leadership. Whereas some theories posit that boards of directors influence firm performance through monitoring and disciplining the top management team, MASEM provides more support for the view that boards mediate the top management teams' decisions. Implications for applying MASEM in strategic management are offered. Copyright © 2014 John Wiley & Sons, Ltd.     

HRD involvement in merger and acquisition decisions and strategy development: four organizational portraits

Although the financial and strategic aspects of mergers and acquisitions are well researched, little work has been done on the human resource development implications of this popular topic. The purpose of this case study research project was to explore the timing and scope of HRD involvement in four organizations recently involved in a merger or acquisition, by using three theoretical models as lenses. The results demonstrated that HRD normally was not involved in the initial decision‐making to merge or acquire, even though post‐deal HRD initiatives, particularly related to change management, were perceived as critical indicators of success.     

Artificial neural networks in accounting and finance: modeling issues

This article reviews the literature on artificial neural networks (ANNs) applied to accounting and finance problems and summarizes the ‘suggestions’ from this literature. The first section reviews the basic foundation of ANNs to provide a common basis for further elaboration and suggests criteria that should be used to determine whether the use of an ANN is appropriate. The second section of the paper discusses development of ANN models including: selection of the learning algorithm, choice of the error and transfer functions, specification of the architecture, preparation of the data to match the architecture, and training of the network The final section presents some general guidelines and a brief summary of research progress and open research questions. Copyright © 2000 John Wiley & Sons, Ltd.     

Commodity futures trading performance using neural network models versus ARIMA models

Neural networks trading returns are compared out-of-sample with traditional ARIMA returns for corn, silver, and deutsche mark. Results show that neural network and ARIMA models had positive returns, and at about the same levels. However, deutsche mark was less profitable and returns were not statistically different from zero, in contrast to corn and silver. © 1998 John Wiley & Sons, Inc. Jrl Fut Mark 18: 965–983, 1998     

Evaluating Expert Systems in a Financial Domain: A Study Demonstrating Issues in Case Selection,Validation Standards and Evaluator Bias

This article describes and generalizes a validation study of four commercially available personal financial planning expert systems and the rationale for the research methodology used. Our evaluation of these systems adds to the understanding of verification and validation issues related to case selection, validation standards and evaluator bias. The article describes the systems, their domain and the empirical method—field tests using hypothetical cases—and relates that method to the literature. Comparing same-task systems combines multiple system perspectives and multiple models. Our methodology did efficiently and effectively identify conflicting terminology, omissions and system weaknesses but was inadequate for comparing the complex plan recommendations. The results re-emphasize the importance of continual knowledge base updating, formal system testing and the need for external evaluation. The results also show the value of comparing multiple, same-task systems.     

Crypto quanto and inverse options

Over 90% of exchange trading on crypto options has always been on the Deribit platform. This centralized crypto exchange only lists inverse products because they do not accept fiat currency. Likewise, other major crypto options platforms only list crypto–stablecoin trading pairs in so-called direct options, which are similar to the standard crypto options listed by the CME except the US dollar is replaced by a stablecoin version. Until now a clear mathematical exposition of these products has been lacking. We discuss the sources of market incompleteness in direct and inverse options and compare their pricing and hedging characteristics. Then we discuss the useful applications of currency protected “quanto” direct and inverse options for fiat-based traders and describe their pricing and hedging characteristics, all in the Black–Scholes setting.     

Saving your rookie managers from themselves

Most organizations promote employees into managerial positions based on their technical competence. But very often, that kind of competence does not translate into good managerial performance. Many rookie managers fail to grasp how their roles have changed: that their jobs are no longer about personal achievement but about enabling others to achieve, that sometimes driving the bus means taking a backseat, and that building a team is often more important than cutting a deal. Even the best employees have trouble adjusting to these new realities, and that trouble can be exacerbated by the normal insecurities that may make rookie managers hesitant to ask for help. The dynamic unfolds something like this: As rookie managers internalize their stress, their focus, too, becomes increasingly internal. They become insecure and self-focused and cannot properly support their teams. Invariably, trust breaks down, staff members become alienated, and productivity suffers. In this article, coach and management consultant Carol Walker, who works primarily with rookie managers and their supervisors, addresses the five problem areas that rookie managers typically face: delegating, getting support from senior staffers, projecting confidence, thinking strategically, and giving feedback. You may think these elements sound like Management 101, and you'd be right, Walker writes. But these basic elements are also what trip up most managers in the early stages of their careers (and even, she admits, throughout their careers). The bosses of rookie managers have a responsibility to anticipate and address these problems; not doing so will hurt the rookie, the boss, and the company overall.     

Consumer empowerment: global context,UK strategies and vulnerable consumers

Globalization has created new consumer needs and wants, and resulted in consumer confusion regarding the increasing complexity of products and services. This has stimulated global interest in educating and empowering consumers. The UK government has made a very ambitious commitment to ensure that the framework for consumer empowerment and support is at the level of the best in the world by 2008. The government, many consumer organizations and regulators believe that empowered consumers are key to the success of competitive markets. Two national strategies to co‐ordinate activities in the UK have been developed by the Office of Fair Trading (OFT) and the Financial Services Authority (FSA). The OFT consumer education strategy aims to deliver targeted, effective consumer education by increasing co‐ordination and making the best use of available resources. The FSA is leading a financial capability strategy designed to deliver change to improve the UK's financial capability. Both strategies share a vision of educated and confident consumers making informed choices about the products and services they buy, and both aim to empower vulnerable consumers. Given the global interest and the development of national strategies, it is useful to consider what is meant by the term consumer empowerment. Is there a shared view of consumer empowerment internationally? Does the education of consumers result in empowered consumers? To what extent do the national strategies address the empowerment of vulnerable, disadvantaged, excluded or susceptible consumers? These questions will be addressed in this article which reviews the global context for the consumer education and empowerment agenda and considers key UK developments, with particular reference to the needs of vulnerable consumers. The study found that the language of consumer empowerment is gaining prominence in policy and strategy documents at the highest levels internationally in the Organisation of Economic Cooperation and Development and the European Community, and nationally in the UK.