Developing a structured framework for measuring police efficiency

2018 ◽  
Vol 35 (10) ◽  
pp. 2119-2135
Author(s):  
Muhammad Asif ◽  
Muhammad Shahzad ◽  
Muhammad Usman Awan ◽  
Huseyin Akdogan
Keyword(s):  
Decision Making ◽  
Returns To Scale ◽  
Efficiency Measurement ◽  
Scale Efficiency ◽  
Managerial Decision ◽  
Content Type ◽  
Measurement Framework ◽  
Trade Offs ◽  
Utilization Patterns ◽  
Scientific Decision

Purpose The growing emphasis on “managerialism” in police and the pressure to employ scientific methods of performance measurement warrants the need for a structured framework. The scope of police duties is large as it relates to several preventive and corrective action related to public safety and crime management. A challenge in measuring police performance is to take into consideration a range of variables that can potentially influence performance. The purpose of this paper is to provide a structured framework for measuring different facets of police efficiency, which is especially useful in managerial decision making. Design/methodology/approach This paper uses data envelopment analysis and discusses efficiency measurement in terms of the technical, managerial and scale efficiency, resources utilization patterns, returns-to-scale analysis and measurement of super-efficiency. The application of framework is based on the data of the police stations of Lahore, a large metropolitan city in Pakistan. Findings The paper shows the application of different measures of efficiency in making decisions pertaining resources allocation, prioritizing areas for improvement and identifying benchmarks for performance improvement. Different measures of efficiency are presented in the form of a structured framework. Practical implications Managers can use this framework to glean rich insights into different types of efficiency and sources of inefficiency. Further, a discussion of variables provided in this paper can be especially useful in determining trade-offs during the selection of inputs and outputs. Originality/value The key contribution of this paper is in providing a multifaceted efficiency measurement framework, that is capable of providing rich insights into the sources of inefficiency and helps scientific decision making. To the best of our knowledge, such a multifaceted approach has not been provided in previous publications.

Jumping to conclusions – an analysis of the NBA Draft Combine athleticism data and its influence on managerial decision-making

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tobias Berger ◽  
Frank Daumann
Keyword(s):  
Decision Making ◽  
Design Methodology ◽  
Predictive Power ◽  
Principal Component ◽  
Decision Makers ◽  
Decision Quality ◽  
Managerial Behavior ◽  
Managerial Decision ◽  
Content Type ◽  
Selection Behavior

PurposeThe NBA Draft policy pursues the goal to provide the weakest teams with the most talented young players to close the gap to the superior competition. But it hinges on appropriate talent evaluation skills of the respective organizations. Research suggests the policy might be valid but to date unable to produce its intended results due to the “human judgement-factor”. This paper investigates specific managerial selection-behavior-influencing information to examine why decision-makers seem to fail to constantly seize the opportunities the draft presents them with.Design/methodology/approachAthleticism data produced within the NBA Draft Combine setting is strongly considered in the player evaluations and consequently informs the draft decisions of NBA managers. Curiously, research has failed to find much predictive power within the players pre-draft combine results for their post-draft performance. This paper investigates this clear disconnect, by examining the pre- and post-draft data from 2000 to 2019 using principal component and regression analysis.FindingsEvidence for an athletic-induced decision-quality-lowering bias within the NBA Draft process was found. The analysis proves that players with better NBA Draft Combine results tend to get drafted earlier. Controlling for position, age and pre-draft performance there seems to be no proper justification based on post-draft performance for this managerial behavior. This produces systematic errors within the structure of the NBA Draft process and leads to problematic outcomes for the entire league-policy.Originality/valueThe paper delivers first evidence for an athleticism-induced decision-making bias regarding the NBA Draft process. Informing future selection-behavior of managers this research could improve NBA Draft decision-making quality.

The effects of brand equity and failure severity on remedy choice after a product recall

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sascha Raithel ◽  
Alexander Mafael ◽  
Stefan J. Hock
Keyword(s):  
Decision Making ◽  
Brand Equity ◽  
Probit Model ◽  
Future Research ◽  
Product Recalls ◽  
Product Recall ◽  
Managerial Decision ◽  
Managerial Decision Making ◽  
Content Type ◽  
Failure Severity

Purpose There is limited insight concerning a firm’s remedy choice after a product recall. This study aims to propose that failure severity and brand equity are key antecedents of remedy choice and provides empirical evidence for a non-linear relationship between pre-recall brand equity and the firm’s remedy offer that is moderated by severity. Design/methodology/approach This study uses field data for 159 product recalls from 60 brands between January 2008 to February 2020 to estimate a probit model of the effects of failure severity, pre-recall brand equity and remedy choice. Findings Firms with higher and lower pre-recall brand equity are less likely to offer full (vs partial) remedy compared to medium level pre-recall brand equity firms. Failure severity moderates this relationship positively, i.e. firms with low and high brand equity are more sensitive to failure severity and then select full instead of partial remedy. Research limitations/implications This research reconciles contradictory arguments and research results about failure severity as an antecedent of remedy choice by introducing brand equity as another key variable. Future research could examine the psychological process of managerial decision-making through experiments. Practical implications This study increases the awareness of the importance of remedy choice during product-harm crises and can help firms and regulators to better understand managerial decision-making mechanisms (and fallacies) during a product-harm crisis. Originality/value This study theoretically and empirically advances the limited literature on managerial decision-making in response to product recalls.

Comparative CSR decision-making in the Middle East: an exploratory study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Pierre El Haddad ◽  
Alexandre Anatolievich Bachkirov ◽  
Olga Grishina
Keyword(s):  
Decision Making ◽  
Middle East ◽  
Middle Eastern ◽  
Structured Interviews ◽  
Managerial Decision ◽  
Content Type ◽  
Nodal Model ◽  
Comparative Csr ◽  
High Level ◽  
Corporate Social

Purpose This study aims to explore the commonalities and differences of corporate social responsibility (CSR) perceptions among business leaders in Oman and Lebanon, two Middle Eastern countries forming a comparative dyad with a high level of cultural variance within the Arab cluster. Design/methodology/approach Semi-structured interviews were used to elicit qualitative data that were analyzed by means of multilevel analysis. Findings The findings provide empirical evidence that CSR is a powerful factor in managerial decision-making in the Middle East with the national cultures of Oman and Lebanon exerting partially differing effects on CSR decision-making. Practical implications The study enlightens practicing managers and policymakers in terms of the salience of multiple actors’ influence on CSR decision-making processes and the responses they may receive when developing and implementing CSR initiatives in the Middle East. Originality/value The study proposes a seven nodal model, which captures the flow of CSR decision-making in the research contexts.

Theorising an organisational citizenship behaviour model for managerial decision-making: from history to contemporary application

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Vic Benuyenah
Keyword(s):  
Decision Making ◽  
Social Exchange ◽  
Employee Performance ◽  
Managerial Decision ◽  
Conceptual Approach ◽  
Holistic Model ◽  
Conceptual Tool ◽  
Managerial Decision Making ◽  
Content Type ◽  
Managerial Grid

Purpose This study aims to expand the theory of organisational citizenship behaviour (OCB) to include “exterior” behaviours. By advancing the work of Blake and Mouton (1964) and remapping the performance/OCB dimensions offered in the historical literature, a new holistic model of organisational performance is proposed. As a further step, a decision-making tool is proposed for managerial decision-making and to help predict employee performance. Design/methodology/approach The paper adopts a critical review and conceptual approach to explore historical OCB theories and task performance (TP) taxonomies. It then used Blake and Mouton’s managerial grid to construct a contemporary conceptual tool for managerial decision-making. Findings Despite the performance literature not lacking in quantity, a few of such research have led to a pragmatic managerial tool. The review reveals several confusions regarding the accurate classification of what actually constitutes OCB and what constitutes TP – this gap is filled by the introduction of the OCB model for managerial decision-making (OMMD). Research limitations/implications The current work expands our thinking on OCBs that can occur outside the organisation. These exterior behaviours can influence the organisation’s performance and must be managed just like any other performance metric. The OMMD, primarily based on OCB and TP, provides an initial framework for exploring different typologies of employees. Despite being based on several cogent performance literatures, the proposals have not been tested empirically. Practical implications Like the Blake and Mouton model, the new OMMD can be useful in estimating the proportions of employee OCBs and TP. Social implications Culture and social exchange theory can be seen as playing a role in separating TP from OCB. Originality/value This study extends the work of Bateman and Organ (1983) by suggesting that some work behaviours can occur outside the organisation. Besides, a decision-making proposal is offered based on the managerial grid framework (Blake and Mouton, 1964).

Antecedents and consequences of managerial decision-making styles in the Arabian Gulf

2019 ◽  
Vol 43 (7) ◽  
pp. 811-845 ◽  
Author(s):  
C. Muhammad Siddique ◽  
Hinna Fatima Siddique
Keyword(s):  
Decision Making ◽  
Survey Data ◽  
Arabian Gulf ◽  
Management Style ◽  
Managerial Decision ◽  
Gulf Region ◽  
Managerial Decision Making ◽  
Content Type ◽  
Decision Making Styles ◽  
Antecedents And Consequences

Purpose This paper aims to examine managerial decision-making approaches, their antecedents and consequences in the Arabian Gulf context. Using recent survey data, the study offers a critical assessment of prevailing myths about decision-making styles in the Arabian Gulf. Design/methodology/approach Survey data were collected from a sample of 432 managers working in public and private sector companies in the United Arab Emirates (UAE). A combination of statistical techniques including confirmatory factor analysis (CFA) and hierarchical regression analysis was used to test research hypotheses. Findings The findings of this study question the myth that UAE or Gulf managers mostly pursue consultative and participative styles of management. Most UAE managers continue to practice an autocratic and a pseudo-consultative style of decision-making, undermining the value of employee input in the decision-making process. The data revealed a strong negative relationship between autocratic management style and a range of personal and organizational outcomes such as job satisfaction, organizational commitment, organizational citizenship behavior, performance and innovative human resource management practices pertaining to work-family life balance and diversity programs. Most employees perceived autocratic management style as a major source of job stress, absenteeism and turnover. Socio-demographic characteristics of managers and their work organizations, considered as antecedents of decision-making styles, played a limited role in shaping decision-making approaches or their consequences. Globalization and associated socio-cultural changes that UAE and other Gulf region countries have experienced over the past two decades seem to have only a marginal impact on decision-making styles. Research limitations/implications Use of perceptual survey data places some constraints on the generalizability of our findings. Future research may address this issue with multiple data sources including an in-depth case study. Practical implications The findings of this research should be of special interest to both domestic and multinational companies in seeking alignment of their management approaches with the emerging competitive business environment in UAE and other Gulf countries. Theoretically, the paper documents the value of the continuum theory of managerial behavior in UAE and the Arabian Gulf context. Originality/value The study represents a first major effort to develop and test a comprehensive conceptual model of antecedents and consequences of managerial decision-making styles in UAE, which may be extended to other countries in the Arabian Gulf region. The value-added contribution of the study may be seen in its critical analysis of prevailing beliefs and assumptions about management practices in the Arabian Gulf.

Stressed decision makers and use of decision aids: a literature review and conceptual model

2019 ◽  
Vol 33 (2) ◽  
pp. 710-754 ◽  
Author(s):  
Monica Adya ◽  
Gloria Phillips-Wren
Keyword(s):  
Decision Making ◽  
Conceptual Model ◽  
Perceived Stress ◽  
Decision Aids ◽  
Decision Makers ◽  
Decision Quality ◽  
Negative Effects ◽  
Managerial Decision ◽  
Content Type ◽  
The Impact

Purpose Decision making is inherently stressful since the decision maker must choose between potentially conflicting alternatives with unique hazards and uncertain outcomes. Whereas decision aids such as decision support systems (DSS) can be beneficial in stressful scenarios, decision makers sometimes misuse them during decision making, leading to suboptimal outcomes. The purpose of this paper is to investigate the relationship between stress, decision making and decision aid use. Design/methodology/approach The authors conduct an extensive multi-disciplinary review of decision making and DSS use through the lens of stress and examine how stress, as perceived by decision makers, impacts their use or misuse of DSS even when such aids can improve decision quality. Research questions examine underlying sources of stress in managerial decision making that influence decision quality, relationships between a decision maker’s perception of stress, DSS use/misuse, and decision quality, and implications for research and practice on DSS design and capabilities. Findings The study presents a conceptual model that provides an integrative behavioral view of the impact of a decision maker’s perceived stress on their use of a DSS and the quality of their decisions. The authors identify critical knowledge gaps and propose a research agenda to improve decision quality and use of DSS by considering a decision maker’s perceived stress. Originality/value This study provides a previously unexplored view of DSS use and misuse as shaped by the decision and job stress experienced by decision makers. Through the application of four theories, the review and its findings highlight key design principles that can mitigate the negative effects of stressors on DSS use.

In the uncertain world of Qontrac International: navigating through family, growth and succession management challenges

2018 ◽  
Vol 8 (4) ◽  
pp. 1-31
Author(s):  
Diantha D’Costa ◽  
Virginia Bodolica ◽  
Martin Spraggon
Keyword(s):  
Decision Making ◽  
Learning Outcomes ◽  
Family Business ◽  
Management Style ◽  
Managerial Decision ◽  
Succession Management ◽  
Managerial Decision Making ◽  
Content Type ◽  
Family Growth

Learning outcomes Upon completion of this case study analysis, the course audience is expected to achieve four learning outcomes. In particular, students should be able to conduct a comprehensive organizational diagnosis to uncover the peculiarities of managing a family business; analyze the specific challenges faced by family-owned enterprises in the context of emerging markets; evaluate the succession management practices in family organizations and design a profile of a successful successor; assess the effectiveness of managerial decision-making and provide recommendations for securing the sustainability of a family firm. Case overview/synopsis This case study unveils the tumultuous story of Vishwanath Shetty, an ambitious entrepreneur who transformed his small venture into a profitable family business with operations in Middle East, Asia and Africa. Since the early establishment of Qontrac International in 1989, he relied on the ownership and management participation of several members of his and his wife’s families. Over the years, Vishwanath was successful in pursuing a strategy of continuous growth and geographic diversification by taking advantage of the business opportunities in several regions and opening up branches in Oman, the United Arab Emirates (UAE), Ghana and India. Yet, almost three decades after its launch, the company was confronted with a number of family, growth and succession management challenges that endangered its survival in the long run. The Shetty family experienced a serious rift due to financial reasons, the performance of the two branches managed by siblings declined, and the old firm structure and management style did not fit well with the newly enlarged and geographically dispersed Qontrac International. To deal with these organizational issues, Vishwanath was faced with an additional dilemma of securing the support of a suitable intra-family candidate who could join the family business and become his successor. By describing the strategic events and family dynamics that shaped the evolution of Qontrac International over time, the case provides an opportunity to assess the effectiveness of managerial decision-making in the context of family firms and provide viable recommendations for ensuring firm survival and longevity. Complexity academic level Upper-level undergraduate audience Graduate audience (in Master of Global Entrepreneurial Management program). Supplementary materials Teaching Notes are available for educators only. Please contact your library to gain login details or email [email protected] to request teaching notes. Subject code Strategy.

scholarly journals Store flyers: managing spatial distribution under budget constraints

2020 ◽  
Vol 48 (8) ◽  
pp. 901-916
Author(s):  
Beatrice Luceri ◽  
Fabrizio Laurini ◽  
Sabrina Latusi
Keyword(s):  
Decision Making ◽  
Spatial Distribution ◽  
Marketing Research ◽  
Target Population ◽  
Content Type ◽  
Managerial Practices ◽  
Trade Offs ◽  
Number Of Factors ◽  
Strategic Approach ◽  
Decision Making Factors

PurposeThe study develops a decision support system for the spatial distribution of store flyers, identifying a number of factors related to the demand and the competition influencing the complexities of their allocation to the target population.Design/methodology/approachThe model was developed incorporating the insights found in existing marketing literature and bypassing the limitations of the managerial practices. To this end, an in-depth discussion with a panel of retailers was held. The model was tested in collaboration with a retail chain.FindingsThe proposed system is flexible and provides an almost endless array of solutions in accordance with the retailer's strategic approach to the market. It captures the key trade-offs that need to be made during the decision-making process of a retailer with limited marketing resources.Practical implicationsThe traditional managerial approach, based on a set of operational steps, is overtaken by a model that systematically considers the interrelationships between the decision-making factors involved.Originality/valueThis is the first attempt to analyse spatial distribution of store flyers, a topic that has yet to be explored in retail marketing research. The paper conceptualises the key variables which affect the optimisation problem and reviews the different streams of extant research to obtain the appropriate insights.

Predictive data analytics for contract renewals: a decision support tool for managerial decision-making

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Serhat Simsek ◽  
Abdullah Albizri ◽  
Marina Johnson ◽  
Tyler Custis ◽  
Stephan Weikert
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Organizational Performance ◽  
Predictive Analytics ◽  
Design Science ◽  
Decision Support Tool ◽  
Managerial Decision ◽  
Managerial Decision Making ◽  
Content Type ◽  
Support Tool

PurposePredictive analytics and artificial intelligence are perceived as significant drivers to improve organizational performance and managerial decision-making. Hiring employees and contract renewals are instances of managerial decision-making problems that can incur high financial costs and long-term impacts on organizational performance. The primary goal of this study is to identify the Major League Baseball (MLB) free agents who are likely to receive a contract.Design/methodology/approachThis study used the design science research paradigm and the cognitive analytics management (CAM) theory to develop the research framework. A dataset on MLB's free agents between 2013 and 2017 was collected. A decision support tool was built using artificial neural networks.FindingsThere are clear links between a player's statistical performance and the decision of the player to sign a new offered contract. “Age,” “Wins above Replacement” and “the team on which a player last played” are the most significant factors in determining if a player signs a new contract.Originality/valueThis paper applied analytical modeling to personnel decision-making using the design science paradigm and guided by CAM as the kernel theory. The study employed machine learning techniques, producing a model that predicts the probability of free agents signing a new contract. Also, a web-based tool was developed to help decision-makers in baseball front offices so they can determine which available free agents to offer contracts.

Sustainable efficiency assessment of private diagnostic laboratories under uncertainty

2020 ◽  
Vol 15 (3) ◽  
pp. 1069-1103
Author(s):  
Niloufar Ghafari Someh ◽  
Mir Saman Pishvaee ◽  
Seyed Jafar Sadjadi ◽  
Roya Soltani
Keyword(s):  
Decision Making ◽  
Sustainable Development ◽  
Managerial Decision ◽  
Diagnostic Laboratory ◽  
Content Type ◽  
Development Indicators ◽  
Sustainable Development Indicators ◽  
Proposed Model ◽  
Decision Making Unit ◽  
Medical Diagnostic

Purpose Assessing the performance of medical laboratories plays an important role in the quality of health services. However, because of imprecise data, reliable results from laboratory performance cannot be obtained easily. The purpose of this paper is to illustrate the use of interval network data envelopment analysis (INDEA) based on sustainable development indicators under uncertainty. Design/methodology/approach In this study, each medical diagnostic laboratory is considered as a decision-making unit (DMU) and an INDEA model is used for calculating the efficiency of each medical diagnostic laboratory under imprecise inputs and outputs. The proposed model helps provide managers with effective performance scores for deficiencies and business improvements. The proposed model with realistic efficiency scores can help administrators manage their deficiencies and ultimately improve their business. Findings The results indicate that uncertainty can lead to changes in performance scores, rankings and performance classifications. Therefore, the use of DEA models under certainty can be potentially misleading. Originality/value The contribution of this study provides useful insights into the use of INDEA as a modeling tool to aid managerial decision-making in assessing efficiency of medical diagnostic laboratories based on sustainable development indicators under uncertainty.

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