Review of Perfectionism Research From 1990 to 2019 Utilizing a Text-Mining Approach

2021 ◽  
pp. 108926802110188
Author(s):  
Hanna Suh ◽  
Seoyoung Kim ◽  
Dong-gwi Lee
Keyword(s):  
Text Mining ◽  
Topic Modeling ◽  
Personality Characteristic ◽  
Future Research ◽  
Multinomial Regression ◽  
Research Topics ◽  
Word Analysis ◽  
The Past ◽  
Research Findings ◽  
Meta Analyses

Perfectionism is a personality characteristic that has been explored for its implications in mental health; reviews and meta-analyses were conducted to synthesize research findings. This study systemically synthesizes the perfectionism literature using a text-mining approach. Co-word analysis and Dirichlet Multinomial Regression topic modeling were performed on a total of 1,529 perfectionism abstracts published from 1990 to 2019. Analysis revealed that perfectionism research is closely connected with “disorder,” with “symptom” being the most frequently addressed issue. Topic-modeling results found a total of 15 topics represented perfectionism research of the past three decades. Most articles were published in psychology journals, with social and clinical psychology subdisciplines publishing perfectionism articles most frequently. There were overlaps in research topics by journal subdisciplines, while differences were also observed. This study provides a panoramic view of perfectionism literature and highlights frequently and infrequently explored areas that could be considered in future research endeavors.

scholarly journals Identifying Research Topics and Trends in Asset Management for Sustainable Use: A Topic Modeling Approach

2021 ◽  
Vol 13 (9) ◽  
pp. 4792
Author(s):  
Hosang Jung ◽  
Boram Kim
Keyword(s):  
Life Cycle ◽  
Asset Management ◽  
Topic Modeling ◽  
Life Cycle Cost ◽  
Latent Dirichlet Allocation ◽  
Sustainable Use ◽  
Future Research ◽  
Research Topics ◽  
The Past ◽  
Modeling Approach

Asset management is not new, and research has been conducted in private and public sectors on how to systematically maintain infrastructure or facilities for sustainable use and achieve the level of service desired by users or customers at the lowest life cycle costs. This research identifies the research topics and trends in asset management over the past 30 years. To this end, latent Dirichlet allocation, a topic modeling approach, was applied to articles published in engineering journals and investigated the following three research questions: (1) what have the key topics been for the past three decades? (2) what are the main activities and target sectors of asset management? (3) how have the research topics and keywords changed over the past three decades? The analysis shows that the target field of asset management has broadened while the main activities of asset management have been limited to several popular activities such as life cycle cost analysis and reliability analysis. Some implications and future research directions are also discussed.

scholarly journals Overtourism and tourismphobia

Tourism ◽  
2020 ◽  
Vol 68 (2) ◽  
pp. 156-169 ◽  
Author(s):  
Medéia Veríssimo ◽  
Michelle Moraes ◽  
Zélia Breda ◽  
Alan Guizi ◽  
Carlos Costa
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Qualitative Approach ◽  
Future Research ◽  
Research Topics ◽  
The Past ◽  
Depth Analysis ◽  
Negative Impacts ◽  
Shed Light ◽  
The Web

This paper aims at examining how overtourism and tourismphobia are being approached as emergent research topics in current tourism literature. It conducts an analysis of 154 documents, indexed in the Web of Science (WoS) Core Collection and Scopus databases. The study follows a quantitative and qualitative approach, with the support of VOSviewer and HistCite softwares for a descriptive content analysis. The analysis focuses on highlighting important aspects in terms of the most frequent publication sources (authors and journals); co-citation, as well as dimensions and research streams; methodologies used; results obtained; and implications for future research. The literature review unveiled that the concepts of overtourism and tourismphobia are usually related to destinations’ development, negative impacts, and tourism policies and regulation. Results show that, although tourism excesses and conflicts have been studied for long, ‘overtourism’ and ‘tourismphobia’ have become usual terms, mainly within the past three years. Even though the adoption of the terms can be considered by some as a ‘trend’, the in-depth analysis of the topics shed light on how ‘old’ concepts can evolve to adapt to contemporary tourism issues. Further studies are needed in tracking the evolution of these topics and their implications on the future of tourism.

scholarly journals Analysis of the Trends in Biochemical Research Using Latent Dirichlet Allocation (LDA)

Processes ◽  
2019 ◽  
Vol 7 (6) ◽  
pp. 379 ◽  
Author(s):  
Kang ◽  
Kim ◽  
Kang
Keyword(s):  
Topic Modeling ◽  
Latent Dirichlet Allocation ◽  
Research Topics ◽  
Helpful Tool ◽  
Journal Editors ◽  
The Past ◽  
Mining Technique ◽  
Modeling Analysis ◽  
Funding Agencies ◽  
Biochemical Research

Biochemistry has been broadly defined as “chemistry of molecules included or related to living systems”, but is becoming increasingly hard to be distinguished from other related fields. Targets of its studies evolve rapidly; some newly emerge, disappear, combine, or resurface themselves with a fresh viewpoint. Methodologies for biochemistry have been extremely diversified, thanks particularly to those adopted from molecular biology, synthetic chemistry, and biophysics. Therefore, this paper adopts topic modeling, a text mining technique, to identify the research topics in the field of biochemistry over the past twenty years and quantitatively analyze the changes in its trends. The results of the topic modeling analysis obtained through this study will provide a helpful tool for researchers, journal editors, publishers, and funding agencies to understand the connections among the diverse sub-fields in biochemical research and even see how the research topics branch out and integrate with other fields.

Recent Advances of Spout-Fluid Bed: A Review of Fundamentals and Applications

2013 ◽  
Vol 11 (1) ◽  
pp. 243-258 ◽  
Author(s):  
Yingjuan Shao ◽  
Xuejiao Liu ◽  
Wenqi Zhong ◽  
B.-S. Jin ◽  
Mingyao Zhang
Keyword(s):  
Fluidized Beds ◽  
Hydrodynamic Characteristics ◽  
Future Research ◽  
Spouted Bed ◽  
Major Research ◽  
Research Topics ◽  
The Past ◽  
Spouted Beds ◽  
Fluid Bed ◽  
New Applications

Abstract The spout-fluid bed (SFB) is a very successful synthesis of the spouting and fluidization. The hydrodynamics of SFB are more complex than both fluidized beds and spouted beds. Up-to-date information on the fundamentals and applications of SFBs has been briefly presented, based on the limited work reported, in the new spouted bed book edited by Norman Epstein and John R. Grace (Spouted and spout-fluid beds: fundamentals and applications, 2011). In the past three years, nearly 30 papers have been published in international journals. They reported interesting studies on hydrodynamic characteristics, numerical simulations and new applications of SFBs. This article reviews the major research and development on SFB from the year 2010 and recommends further research topics. This review is intended not only as an important supplement to the SFB chapter of the spouted bed book but also helpful guidance for future research.

scholarly journals Exploring the Conceptual Structure of the Research on Innovation in Hotels through Co-Word Analysis

2021 ◽  
Vol 11 (3) ◽  
pp. 78
Author(s):  
Catarina Fernandes ◽  
Rui Pires
Keyword(s):  
Technological Innovation ◽  
Academic Research ◽  
Conceptual Structure ◽  
Future Research ◽  
Innovative Behavior ◽  
Organizational Capability ◽  
Research Topics ◽  
Word Analysis ◽  
Emerging Trends ◽  
Scopus Database

This paper presents the results of a bibliometric analysis of published academic research on innovation in hotels. In particular, it aims to analyze the conceptual structure of the field, covering the period until October 2020, and predict emerging trends. This approach provides an exhaustive analysis of 334 papers collected from the Scopus database. Co-word analysis used to identify the conceptual structure reveals four clusters: (1) technological innovation, (2) innovativeness and innovation strategy, (3) knowledge and employee innovative behavior, and (4) performance as an outcome of organizational capability to innovate. The present study contributes to the literature by increasing the accumulation of knowledge on research topics, providing an up-to-date review on hotel innovation literature, and setting forth an agenda for future research.

scholarly journals Visualizing research trends and research theme evolution in E-learning field: 1999–2018

2020 ◽  
Author(s):  
Yang Bai ◽  
Hongxiu Li ◽  
Yong Liu
Keyword(s):  
New Technologies ◽  
Research Topics ◽  
Word Analysis ◽  
The Past ◽  
Research Theme ◽  
Research Themes ◽  
Temporal Continuity ◽  
E Learning ◽  
Learning Research ◽  
Future Direction

AbstractThis paper aims to provide a comprehensive understanding of the evolution of major research themes and trends in e-learning research. A co-word analysis is applied for the analysis of the 21,656 keywords collected from 7214 articles published in 10 journals in the field of e-learning from the years 1999 to 2018. Specifically, a cluster analysis, social network analysis, strategic diagram, and graph theory were applied in the analysis for two time periods: 1999–2008 and 2009–2018. The study detects the bridging, popular, and core topics in e-learning research for the two periods. The research results indicate that e-learning research has undergone a health evolution over the past two decades. There is a temporal continuity of e-learning research because some research topics have kept their continuity over the studied 20 years. Meanwhile, the research traditions in the e-learning field are also continuously evolving with the development of new technologies. The results also offer useful hints on the future direction of how the field may evolve.

Advancing customer experience practice and strategy in Thailand

2019 ◽  
Vol 31 (2) ◽  
pp. 327-343 ◽  
Author(s):  
Yan Chi Tiffany Tivasuradej ◽  
Nam Pham
Keyword(s):  
Design Methodology ◽  
Customer Experience ◽  
Future Research ◽  
Full Potential ◽  
Research Topics ◽  
Content Type ◽  
The Past ◽  
Current State ◽  
Managerial Implications

Purpose The purpose of this paper is to provide a broad preliminary overview and critical viewpoint on the current state of customer experience innovation and strategy in Thailand. Design/methodology/approach This paper outlines and critically analyses the key trends based on 15 prime instances of customer experience innovation from the past ten years in Thailand across three industries: retail, fuel service and insurance. Findings Customer experience in Thailand is still in its nascent stage. This is because firms are yet to realise their full potential as critical brand differentiators. Many Thai firms also miss collaboration opportunities with external partners when innovating customer experiences. This is despite the overwhelming contributions from local SMEs to breakthrough innovations and creativity. Consequently, many customer experience innovations in Thailand are yet to be truly memorable and unique. Originality/value This is the first paper that critically examines the trends in customer experience across the retail, fuel service and insurance. It is also the only paper that outlines strategic implications of customer experience strategies and innovations to date for Thailand. Both future research topics and managerial implications for Thai professionals are discussed in the paper.

scholarly journals Physical Activity Interventions Among Older Adults: A Literature Review

2013 ◽  
Vol 27 (1) ◽  
pp. 53-80 ◽  
Author(s):  
Jo-Ana D. Chase
Keyword(s):  
Physical Activity ◽  
Older Adults ◽  
Intervention Studies ◽  
Future Research ◽  
Cognitive Behavioral Intervention ◽  
Primary Research ◽  
The Past ◽  
Physical Activity Interventions ◽  
Research Findings

Physical activity (PA) is important in the management of chronic illness among older adults worldwide. Researchers have conducted several intervention studies to increase PA behavior in this population. This review of the past 12 years of relevant PA intervention research among adults aged 60 years and older systematically summarized research findings, identified characteristics of successful interventions, and proposed areas of future research. There were 20 studies reviewed for this article, most employing a combination of cognitive-behavioral intervention design. Cognitive-based only and combination interventions were more successful in changing PA behavior; however, behavioral-based interventions demonstrated more long-term changes in PA behavior. Among theory-based interventions, self-efficacy was the most commonly operationalized construct. Findings from this review may inform future primary research to promote PA behavior among older adults, as well as gerontological clinical practice.

scholarly journals Thirty Years of Research on Succession in the Field of Family Business: A Bibliometric Analysis

2021 ◽  
Vol 17 (1) ◽  
pp. 88
Author(s):  
Atar Benismael ◽  
Mohamed Nabil El mabrouki
Keyword(s):  
Bibliometric Analysis ◽  
Family Business ◽  
Scientific Literature ◽  
Future Research ◽  
Research Topics ◽  
Scientific Publications ◽  
Research Directions ◽  
Word Analysis ◽  
Different Types ◽  
Future Research Directions

Bibliometric analysis is the application of statistical methods to quantitatively analyze scientific publications. It makes it possible to evaluate the production of a laboratory, a journal or a field of research. The objective of this study is to carry out an analysis of the scientific literature published on succession in the field of family business over the last thirty years. Two different types of indicators were used. The first concerns the activity indicators, which provides information about the productivity of journals and authors. The second is about co-citation analysis which gives an idea of the links between researchers, and co-word analysis which identifies interactions and relationships between different research topics. The results obtained reveal that it is a relatively recent area of research with strong connections between authors. Gaps in the literature as well as future research directions are also presented.

scholarly journals A SYSTEMATIC LITERATURE REVIEW OF SOCIAL NETWORK ANALYSIS IN TOURISM FLOWS

2021 ◽  
Vol 6 (26) ◽  
pp. 143-154
Author(s):  
Pei Yee Tan ◽  
Hairul Nizam Ismail ◽  
Syed Muhammad Rafy Syed Jaafar
Keyword(s):  
Social Network ◽  
Social Network Analysis ◽  
Network Analysis ◽  
Data Collection ◽  
Literature Review ◽  
Future Research ◽  
The Past ◽  
Behavioural Patterns ◽  
Meta Analyses ◽  
Tourism Flows

As the growing research interest and discussion on social network analysis associated with tourism flows, this paper reviewed 31 studies focused on tourism flows with social network analysis in the past ten years. To ensure the accuracy of the literature review, a systematic quantitative literature review with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), together with descriptive and content analyses, was used to synthesise these past studies. With that, this review aims to (1) identify the overall research trends of social network analysis in tourism flows studies, (2) types and methods of data collection used, as well as (3) future research opportunities. The review findings present an interesting result with the past studies mostly focusing on examining tourist movement, tourism destination management, and tourist behavioural patterns. Furthermore, this review also provides significant findings on emerging data collection methods, like big data, in tourism research. To sum up, this paper offers an insight into social network analysis in tourism flows, primarily on the state of knowledge, methodological understanding, and future research gaps.

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