The use of cluster analysis in entrepreneurship research: Review of past research and future directions

2020 ◽  
pp. 1-40
Author(s):  
Michael Crum ◽  
Thomas Nelson ◽  
Johan de Borst ◽  
Paul Byrnes
Keyword(s):  
Cluster Analysis ◽  
Past Research ◽  
Research Review ◽  
Future Directions ◽  
Entrepreneurship Research

scholarly journals The Interface of International Marketing and Entrepreneurship Research: Review, Synthesis, and Future Directions

2018 ◽  
Vol 26 (4) ◽  
pp. 18-37 ◽  
Author(s):  
Man Yang ◽  
Peter Gabrielsson
Keyword(s):  
Longitudinal Research ◽  
International Marketing ◽  
Research Review ◽  
Research Approach ◽  
Future Directions ◽  
Entrepreneurship Research ◽  
Research Designs ◽  
The Individual ◽  
Research Types ◽  
Promising Avenue

There is no intensive review available of research at the interface of international marketing and entrepreneurship. This article systematically logs and organizes the subject matter and provides research suggestions. An organizing framework with three main dimensions—international marketing, the nature of marketing, and entrepreneurship—guides the literature review, which relies on a full search of articles relevant to international marketing and entrepreneurship published in academic journals over the past two decades (1997–2016). The study adopts a qualitative research approach to analyze 169 articles that meet the definitions of both international marketing and entrepreneurship research. Nine research types emerge at the intersection of international marketing and entrepreneurship research, and the study examines the theoretical and empirical trends of each type. A promising avenue for future studies would be cross-cultural comparative research on the individual–opportunity nexus in marketing across countries. More mixed-method and longitudinal research designs are also welcomed. The authors conclude by offering suggestions for future interdisciplinary research.

scholarly journals Questions of Culture in Distance Learning: A Research Review

2009 ◽  
Vol 10 (3) ◽  
Author(s):  
Sedef Uzuner
Keyword(s):  
Distance Learning ◽  
Linguistically Diverse ◽  
Past Research ◽  
Cultural Dimensions ◽  
Asynchronous Learning ◽  
Research Review ◽  
Future Research ◽  
Learning Networks ◽  
Methodological Issues ◽  
Communities Of Learners

This paper reviews past research that focused on questions of culture in distance learning. Of specific interest are the studies that examined the influence of culture on students’ learning and engagement in asynchronous learning networks (ALNs). The purpose of this review is three-fold: to present the state of knowledge concerning the questions of culture in distance learning, to highlight important methodological issues that past research has left unresolved, and to provide practical insights into teaching culturally and linguistically diverse online communities of learners. For these purposes, 27 studies are examined and the findings are reported under the following categories: What do studies focusing on questions of culture in distance learning tell us? What implications do they suggest for practice and future research? Also, the paper provides methodological insights for researchers who wish to investigate the cultural dimensions of distance learning in future studies.

scholarly journals Tracking the continuous dynamics of numerical processing: A brief review and editorial

2018 ◽  
Author(s):  
Thomas J. Faulkenberry ◽  
Matthias Witte ◽  
Matthias Hartmann
Keyword(s):  
Numerical Cognition ◽  
Mental Arithmetic ◽  
Special Section ◽  
Past Research ◽  
Number Processing ◽  
Hand Tracking ◽  
Single Digit ◽  
Future Directions ◽  
Numerical Processing ◽  
Computer Mouse

Many recent studies in numerical cognition have moved beyond the use of purely chronometric techniques in favor of methods which track the continuous dynamics of numerical processing. Two examples of such techniques include eye tracking and hand tracking (or computer mouse tracking). To reflect this increased concentration on continuous methods, we have collected a group of 5 articles that utilize these techniques to answer some contemporary questions in numerical cognition. In this editorial, we discuss the two paradigms and provide a brief review of some of the work in numerical cognition that has profited from the use of these techniques. For both methods, we discuss the past research through the frameworks of single digit number processing, multidigit number processing, and mental arithmetic processing. We conclude with a discussion of the papers that have been contributed to this special section and point to some possible future directions for researchers interested in tracking the continuous dynamics of numerical processing.

scholarly journals A Computerized Text and Cluster Analysis Approach to Psychotherapy Talk

2020 ◽  
Vol 9 (1) ◽  
pp. 4-25
Author(s):  
Dennis Tay
Keyword(s):  
Cluster Analysis ◽  
Agglomerative Hierarchical Clustering ◽  
Analytic Thinking ◽  
Future Directions ◽  
Analysis Techniques ◽  
Entry Points ◽  
And Cluster Analysis ◽  
Language Styles ◽  
Computer Text ◽  
Qualitative Exploration

This paper illustrates an analytical approach combining LIWC, a computer text-analytic application, with cluster analysis techniques to explore ‘language styles’ in psychotherapy across sessions in time. It categorizes session transcripts into distinct clusters or styles based on linguistic (di)similarity and relates them to sessional progression, thus providing entry points for further qualitative exploration. In the first step, transcripts of four illustrative therapist-client dyads were scored under ten LIWC variables including ‘analytic thinking’, ‘clout’, ‘authenticity’, ‘emotional tone’, and pronoun types. In the next step, agglomerative hierarchical clustering uncovered distinct session clusters that are differently distributed in each dyad. The relationships between these clusters and the chronological progression of sessions were then further discussed in context as contrastive exemplars. Applications, limitations and future directions are highlighted.

scholarly journals Digital culture

2021 ◽  
Author(s):  
Alberto Acerbi
Keyword(s):  
Digital Media ◽  
Cultural Evolution ◽  
Cultural Transmission ◽  
Past Research ◽  
Digital Culture ◽  
Cultural Dynamics ◽  
Cumulative Culture ◽  
Future Directions

Cultural evolution can provide a useful framework to understand how information is produced, transmitted, and selected in contemporary online, digital, media. The diffusion of digital technologies triggered a radical departure from previous modalities of cultural transmission but, at the same time, general characteristics of human cultural evolution and cognition influence these developments. In this chapter, I will explore some areas where the links between cultural evolution research and digital media seem more promising. As cultural evolution-inspired research on internet phenomena is still in its infancy, these areas represent suggestions and links with works in other disciplines more than reviews of past research in cultural evolution. These include topics such as how to characterise the online effects of social influence and the spread of information; the possibility that digital, online, media could enhance cumulative culture; and the differences between online and offline cultural transmission. In the last section I will consider other possible future directions: the influences of different affordances in different media supporting cultural transmission; the role of producers of cultural traits; and, finally, some considerations on the effects on cultural dynamics of algorithms selecting information.

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