Human capital analytics: why are we not there?

Author(s):  
John Boudreau ◽  
Wayne Cascio

Purpose While human capital analytics (HCA) recently has developed enormous interest, most organizations still find themselves struggling to move from operational reporting to analytics. The purpose of this paper is to explore why that is the case and can be done to change that. Design/methodology/approach Referring to the “LAMP” model, the authors stress four elements as potential reasons why HCA are not sufficiently being “pushed” toward their audience, namely, logic, analytics, measures, and process. Similarly, they name five conditions why the wider use of HCA is not “pulled” in by the analytics user. Findings The authors investigations show that these “push” and “pull” factors behind the lack of greater use of HCA represent fertile ground for future research and implications for practitioners on both ends. Practical implications These “push” and “pull” factors behind the lack of greater use of HCA represent fertile ground for future research and implications for practitioners on both ends. Originality/value These “push” and “pull” factors behind the lack of greater use of HCA represent fertile ground for future research and implications for practitioners on both ends.

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Janet E. McDaniel ◽  
Beverlee B. Anderson ◽  
Jennifer Jeffries

PurposeThe purpose of this paper was to explore the experiences of tenured academic retirees and the decision-making process leading to their retirements. The inquiry addressed the research question, What were the factors that most influenced the decision to retire?Design/methodology/approachTwenty retirees from a public university were interviewed. The interview began with a multipart question about the variables that influenced the decision to retire – the positive and negative factors that “pushed against” and “pulled towards” retirement. The researchers coded the interviews, identifying common themes that contributed to responding to the research questions. Data analysis was done using the constant comparative procedure. The analysis interpreted the data to form three propositions to serve as prompts for further study.FindingsThree propositions addressed the participants' “tipping point” where retirement was more attractive than remaining employed, the relative importance of financial vs other factors and the strong role of familial/personal factors pulling toward retirement.Research limitations/implicationsThe study was conducted in a university system with contractual agreements on retirement policies and benefits and therefore might not be generalizable to dissimilar institutions. Three propositions form the basis for further research to validate. The new conception of “push” and “pull” factors can serve as a basis for future research.Practical implicationsDefined Phased Retirement Plans are recommended as a “win-win” for faculty members and the institution.Originality/valueThis paper reconceptualizes the definitions of push and pull factors in the literature on faculty retirement and enriches the understanding of the complex factors influencing the decision to retire.


2016 ◽  
Vol 32 (4) ◽  
pp. 33-35

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings In the dark days following the great financial crisis, there was an increase in pressure from the central and local government in many Western countries to unlocking asset that was hidden away or lay unused in their respective areas of concern. There was a need to look for something different, something other than wild financial speculation that would drive the economy forward. Some may have regarded this as akin to chasing rainbows, but it was felt at the very least a new perspective would be beneficial for all concerned. Practical implications The paper provides strategic insights and practical thinking that have influenced some of the world’s leading organizations. Originality/value The briefing saves busy executives and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.


2017 ◽  
Vol 34 (1) ◽  
pp. 29-45 ◽  
Author(s):  
Melih Madanoglu ◽  
Ilan Alon ◽  
Amir Shoham

Purpose Using munificence, real options and ambidexterity theories, the purpose of this paper is to demonstrate how the differential between home and host market environmental conditions affects US international franchising expansion. Design/methodology/approach The authors used firm-level panel data for 151 US-based franchising firms, from Bond’s Guide for Franchise Opportunities, for the years 1994-2008 plus macroeconomic data on the environment, to explain the probability of franchising. Findings The paper finds that the differential in economic growth and economic uncertainty impacts franchisors’ desire to expand abroad on a continual basis. Research limitations/implications Researchers in international franchising should not only focus on host market environmental variables (pull factors), but also on conditions in the home market (push factors). Originality/value The paper adds to environmental explanations of international franchising by focusing on the differential in munificence and uncertainty between home and host countries.


2019 ◽  
Vol 25 (3) ◽  
pp. 378-396 ◽  
Author(s):  
Arian Razmi-Farooji ◽  
Hanna Kropsu-Vehkaperä ◽  
Janne Härkönen ◽  
Harri Haapasalo

Purpose The purpose of this paper is twofold: first, to understand data management challenges in e-maintenance systems from a holistically viewpoint through summarizing the earlier scattered research in the field, and second, to present a conceptual approach for addressing these challenges in practice. Design/methodology/approach The study is realized as a combination of a literature review and by the means of analyzing the practices on an industry leader in manufacturing and maintenance services. Findings This research provides a general understanding over data management challenges in e-maintenance and summarizes their associated proposed solutions. In addition, this paper lists and exemplifies different types and sources of data which can be collected in e-maintenance, across different organizational levels. Analyzing the data management practices of an e-maintenance industry leader provides a conceptual approach to address identified challenges in practice. Research limitations/implications Since this paper is based on studying the practices of a single company, it might be limited to generalize the results. Future research topics can focus on each of mentioned data management challenges and also validate the applicability of presented model in other companies and industries. Practical implications Understanding the e-maintenance-related challenges helps maintenance managers and other involved stakeholders in e-maintenance systems to better solve the challenges. Originality/value The so-far literature on e-maintenance has been studied with narrow focus to data and data management in e-maintenance appears as one of the less studied topics in the literature. This research paper contributes to e-maintenance by highlighting the deficiencies of the discussion surrounding the perspectives of data management in e-maintenance by studying all common data management challenges and listing different types of data which need to be acquired in e-maintenance systems.


Author(s):  
Catalin Ratiu ◽  
Beverlee B. Anderson

Purpose – There are many different conceptualizations to sustainable development and these different approaches may have led to confusion amongst the public. The purpose of this paper is to explore the identities of the term and how the confused identity may be leading to problems for sustainable development efforts. Design/methodology/approach – The design is exploratory, using both secondary and primary data to understand the different sustainable development concepts. Findings – There is no consistent understanding or use of the term “sustainable development” among various groups. Research limitations/implications – Future research should include a larger sample that is more representative of people from different backgrounds and geographical areas. Practical implications – The public is generally willing to support only projects that it understands. Without a clear understanding of sustainable development, the public will be less inclined to support these efforts. Originality/value – This study examines the perceptions and understandings of the term by the general public representing different generations.


2014 ◽  
Vol 5 (1) ◽  
pp. 2-19 ◽  
Author(s):  
Djavlonbek Kadirov

Purpose – The purpose of the article is to propose and develop a distinct perspective in Islamic marketing research through fusing the Islamic paradigm and the macromarketing theory. Design/methodology/approach – This is a conceptual article that is based on intellectualising and reflecting on differences in understanding what marketing is and what role it plays in society. Findings – The article reveals some commonality of purpose between the macromarketing discipline and Islamic macromarketing, while the latter field of inquiry offers a unique outlook to a number of domain-specific issues. Research limitations/implications – The characterisation of Islamic macromarketing will open new avenues for future research and will make researchers more theoretically sensitive to ontological and epistemological assumptions that underlie marketing investigations. The limitation of the present discussion is that Islamic macromarketing may not have yet emerged as a separate discipline. Additionally, research on genuinely macromarketing issues in Islamic contexts is very sparse. Practical implications – Muslim practitioners and managers are to realise that the means and ends of marketing are better understood if viewed from a broader perspective of marketing's impact and consequences on society. By adopting the Islamic macromarketing perspective, public, societal institutions, business stakeholders, and managers will find a better platform to cooperate on maximising the realisation of hasanah (excellence) for all. Originality/value – This article contributes to the discipline by introducing and characterising a potentially new field of marketing inquiry.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Agnese Rondoni ◽  
Elena Millan ◽  
Daniele Asioli

PurposePlant-based eggs have recently been developed to provide consumers with a healthier, animal-friendlier and more sustainable alternative to conventional eggs. The purpose of this paper is to investigate intrinsic and extrinsic attribute preferences for three prototypes of plant-based egg, namely the liquid, powder and egg-shaped.Design/methodology/approachNine focus groups in the United Kingdom and nine in Italy were conducted, with a total of 180 participants. A thematic analysis of results was conducted.FindingsIn terms of intrinsic product attributes, consumers' preferences for colour, shape, taste, ingredients, nutrients, method of production and shelf-life for plant-based eggs were revealed. Regarding the extrinsic attributes, preferences for price, packaging, country of origin and product naming emerged. Similarities and differences between consumers from the two countries are also discussed. Differences in preferences also emerged between vegan and non-vegan consumers.Research limitations/implicationsThis study adds to the existing knowledge on consumers' preferences for new plant-based food alternatives and identifies future quantitative approaches based on qualitative findings.Practical implicationsResults from this study can assist plant-based egg manufacturers in improving their products in line with consumers' expectations, which may help reducing risk of product failure.Originality/valueThis study is the first to investigate consumers' preferences, expectations and needs for new food products like plant-based eggs and provides information that can be practically applied by manufacturers, as well as suggestions for future research.


2019 ◽  
Vol 39 (2) ◽  
pp. 294-325 ◽  
Author(s):  
Maria Kapsali ◽  
Jens K. Roehrich ◽  
Pervaiz Akhtar

Purpose The purpose of this paper is to examine combinations of contract clauses in order to ascertain which combinations correlate to high operational performance (OP). Design/methodology/approach Two hypotheses were formulated from contracting theory and tested on data collected from 45 projects. Fuzzy set qualitative comparative analysis was used and validated with multiple regression and simulation. Findings The hypotheses were tested to determine whether combinations of classical, relational, and/or associational contract clauses correlate to high OP. The results show that whereas high OP correlates to combinations of relational and associational contract clauses, classical and relational clauses should not be combined. Research limitations/implications Directions are proposed to guide future research in order to produce a more nuanced testing of contractual complementarity. Practical implications The managerial implications of the findings include a more thorough understanding of the use of contract clauses and of which clauses managers should combine to achieve high OP. Originality/value This study contributes to the theory of contractual incompleteness and complementarity, specifically in the context of project contracting. The analysis produced two theoretical implications: first, that better performing contracts are created when combining relational and associational contract clauses; and second, that in projects, relational and classical contract clauses are not complementary with regards to realizing high OP.


2020 ◽  
Vol 25 (50) ◽  
pp. 425-449 ◽  
Author(s):  
Lalita A. Manrai ◽  
Ajay K. Manrai ◽  
Stefanie Friedeborn

Purpose The purpose of this paper is to provide a comprehensive review of the literature and develop a model of the determinants, indicators and effects of destination competitiveness (DC), as well as several propositions. Design/methodology/approach This study thoroughly reviewed extant literature to develop a conceptual model and propositions. Findings Two key findings are listed below. First, 12 different environmental factors are identified and 12 propositions are developed linking these environmental factors to DC. Second, a new indicator of DC is developed, namely, Tourism Attractions-Basics-Context (TABC) model. The TABC model is simple and directly taps into the benefits tourists seek in a destination. Research limitations/implications Directions for future research are discussed in detail in the paper. Practical implications Managerial implications are discussed in detail in the paper. Originality/value The extant research on the topic of DC has been rather fragmented and incomplete in scope. The research presented in this paper addresses these limitations.


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