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Obtaining a reliable estimate of the upper limit of the market share that a technology can capture is a major limitation in forecasting the diffusion of new technologies. This paper offers a decision-modeling approach to estimate this upper limit. The approach requires the prospective adopter's value judgments about various decision factors that affect the technology. The approach can be incorporated in any forecasting/substitution model that uses an upper limit. A real world application of the approach is included, dealing with the diffusion of Longwall Mining technologies in the United States. Some extensions of the basic approach are also discussed.     

On the measurement of trade-induced adjustment

Globalisation and closer regional integration have led to significant increases in trade between nations that in turn impacts on existing long-standing trade partnerships. A consequence of changing trade patterns is an increase in the pressure for resources to reallocate between industries and sectors. This paper provides an integrated approach to the analysis of trade-induced adjustment that complements the existing literature. Adjustment pressures are documented in accordance with the theoretical underpinnings of the smooth adjustment hypothesis and satisfy a number of desirable criteria, monotonicity, consistency and country specificity. The applicability of the authors' approach is examined using UK manufacturing data. JEL no. F19     

The Moderating Effect of Environmental Munificence and Dynamism on the Relationship Between Discretionary Social Responsibility and Firm Performance

This study examines the relationships between a company's emphasis on discretionary social responsibility, environment, and firm performance. It tests the proposition that environmental munificence and dynamism moderate the relationship between discretionary social responsibility and financial performance. Social responsibility was measured with a three-item scale in a sample of 62 firms using a questionnaire. Environmental munificence and dynamism were measured using archival sources as was financial performance (return on assets and return on sales). The results of moderated regression analyses and subgroup analyses found a significant moderating effect of environment on the social responsibility-firm performance relationship. Discretionary social responsibility contributes to firm performance in environments that are dynamic and munificent.     

To Sue or Not to Sue: An Experimental Study of Factors Affecting Hong Kong Liquidators Audit Litigation Decisions

We report an experiment examining the effect of three factors on professional Hong Kong liquidators' decisions to bring legal action in negligence against auditors. Factors were (a) the strength (merit) of the supporting evidence (arguable vs. overwhelming), (b) the type of alleged audit failure (failure to report financial statement errors vs. management fraud) and (c) audit firm type (Big 6 vs. non-Big 6). We find evidence that liquidators' litigation decisions are influenced by case merit. We also find that liquidators were marginally more likely to institute legal action against a Big 6 than against a non-Big 6 auditor. However, we find no evidence that the type of alleged audit failure influences litigation decisions.     

SCAD‐penalized quantile regression for high‐dimensional data analysis and variable selection

The present penalized quantile variable selection methods are only applicable to finite number of predictors or do not have oracle property associated with estimator. This technique is considered as an alternative to ordinary least squares regression in case of the outliers and the heavy‐tailed errors existing in linear models. The variable selection through quantile regression with diverging number of parameters is investigated in this paper. The convergence rate of estimator with smoothly clipped absolute deviation penalty function is also studied. Moreover, the oracle property with proper selection of tuning parameter for quantile regression under certain regularity conditions is also established. In addition, the rank correlation screening method is used to accommodate ultra‐high dimensional data settings. Monte Carlo simulations demonstrate finite performance of the proposed estimator. The results of real data reveal that this approach provides substantially more information as compared with ordinary least squares, conventional quantile regression, and quantile lasso.     

Drivers of radical and incremental creativity—A moderated mediation framework

Researchers establish that rewards play an important role in shaping employees' creative behaviors. However, little is known about the underlying mechanisms that transmit the effects of rewards for creativity on different types of creative behaviors. Drawing on the sense making perspective, this study identifies unique mediators and moderators of reward—creativity relationship. The results of this survey-based study, comprising of 220 independent employee - supervisor dyads, suggested that enjoyment in the activity mediated the relationship between intrinsic rewards and radical creative behaviors. Moreover, the interactional effects of extrinsic rewards and their perceived importance on creative behaviors were mediated through perceptions of climate for innovation. These results provide important insights and guide managers in promoting distinct types of creative behaviors.     

Product Innovativeness and Entry Strategy: Impact on Cycle Time and Break-even Time

New product development time, or cycle time, has become a critical competitive variable, particularly for small high-tech manufacturing firms. The business press is filled with examples about large firms that have successfully reduced cycle time. This article investigates the relative impact of product innovation and entry strategy on cycle time and initial market performance of small firms. Using a sample of seventy-three small manufacturing firms, Abdul Ali, Robert Krapfel, Jr., and Douglas LaBahn find that faster product development is associated with shorter break-even time. Their results also indicate that these firms are achieving shorter cycle time not by sacrificing product quality, but by keeping the technical content of the product simple. Past research has not taken into account this relationship, and this may be one of the reasons why researchers have often suggested conflicting impact of entry strategy on market performance.