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Best Practices in Data Collection and Preparation: Recommendations for Reviewers, Editors, and Authors

https://doi.org/10.1177/1094428119836485
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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JMP editorial on increasing your chances of publication
inferred← citeshttps://doi.org/10.1108/jsbed-05-2021-0167openalex-snapshot
Interpreting community enterprises’ ability to survive in depleted contexts through the Humane Entrepreneurship lens: evidence from Italian rural areas
inferred← citeshttps://doi.org/10.1108/lodj-11-2021-0516openalex-snapshot
Exploring the predictor and the consequence of digital organisational culture: a quantitative investigation using sufficient and necessity approach
inferred← citeshttps://doi.org/10.1108/mrjiam-08-2022-1336openalex-snapshot
The challenge of publishing a paper: an autoethnographic study
inferred← citeshttps://doi.org/10.1108/pr-10-2024-0946openalex-snapshot
Transparency, reproducibility, and replicability in human resource management research
inferred← citeshttps://doi.org/10.1108/qrj-10-2024-0264openalex-snapshot
Expert validation of inclusive materials for pictorial art appreciation: a qualitative study to improve knowledge transfer
inferred← citeshttps://doi.org/10.1108/qrom-05-2024-2749openalex-snapshot
Gaining access: a cautionary tale from a Ph.D. student
inferred← citeshttps://doi.org/10.1109/access.2025.3557454openalex-snapshot
A Peek Into the Minds of Game Developers and Neuroscience Researchers Collaborating on Cognition Assessing Games
inferred← citeshttps://doi.org/10.1109/access.2026.3651902openalex-snapshot
Toward Sustainable Data Collection Processes for Autonomous Vehicles
inferred← citeshttps://doi.org/10.1109/aisei68628.2026.11572871openalex-snapshot
AI Recommendation Systems: Effects on Sustainable Purchase Intention among Gen Z Consumers in E Commerce Marketplaces in the Mekong Delta, Vietnam
inferred← citeshttps://doi.org/10.1109/iccit55355.2022.10118817openalex-snapshot
Sustainable Women Entrepreneurship Ecosystem in Digital Era: Desk Research Finding
inferred← citeshttps://doi.org/10.1111/1467-8551.12489openalex-snapshot
Recommendations for Reporting Sample and Measurement Information in Experience Sampling Studies
inferred← citeshttps://doi.org/10.1111/1744-7941.70071openalex-snapshot
Contextualising Human Resource Management Through Qualitative Research: Evidence From Australia and New Zealand
inferred← citeshttps://doi.org/10.1111/caim.70023openalex-snapshot
Platform‐Based Gamification to Foster Cross‐Organisational Alignment—A Case Study
inferred← citeshttps://doi.org/10.1111/caim.70034openalex-snapshot
Survey‐Based Research for Creativity and Innovation Management: Review and Recommendations
inferred← citeshttps://doi.org/10.1111/ejed.70799openalex-snapshot
Family SES , Shadow Education and Education‐Related Worry in Suzhou, China: Tutoring and Parental Involvement as Linked Mediators
inferred← citeshttps://doi.org/10.1111/joms.12764openalex-snapshot
Using Macro Archival Databases to Expand Theory in Micro Research
inferred← citeshttps://doi.org/10.1111/joop.12555openalex-snapshot
Sparking or smothering darkness: Motivational climates influence the leader grandiose narcissism–follower trust relation via leader self‐serving behaviour
inferred← citeshttps://doi.org/10.1111/jscm.12236openalex-snapshot
Editorial Commentary: Addressing Confusion in the Diffusion of Archival Data Research
inferred← citeshttps://doi.org/10.1111/padm.12890openalex-snapshot
A replication of “exploring and explaining contracting out: Patterns among the American states”
inferred← citeshttps://doi.org/10.1111/rego.12447openalex-snapshot
A comparative analysis of Inspector responses to complaints about psychosocial and physical hazards
inferred← citeshttps://doi.org/10.1123/jsm.2025-0053openalex-snapshot
Community Politics and Division I Athletic Departments’ Gender Equity Practices
inferred← citeshttps://doi.org/10.1177/09567976231156413openalex-snapshot
Homeostatic Regulation of Energetic Arousal During Acute Social Isolation: Evidence From the Lab and the Field
inferred← citeshttps://doi.org/10.1177/1042258719888640openalex-snapshot
Making a Contribution to Entrepreneurship Research by Studying Crowd-Funded Entrepreneurial Opportunities
inferred← citeshttps://doi.org/10.1177/10422587231190712openalex-snapshot
No Simple Way to Say Goodbye! Untangling the Heterogeneity of Social Venture Founder Exit Intention
inferred← citeshttps://doi.org/10.1177/10596011221097807openalex-snapshot
The Word on the Street: Science Is Not Advocacy, but Publishing Research Is
inferred← citeshttps://doi.org/10.1177/1094428120943281openalex-snapshot
Best-Practice Recommendations for Producers, Evaluators, and Users of Methodological Literature Reviews
inferred← citeshttps://doi.org/10.1177/1094428121991907openalex-snapshot
Eight Simple Guidelines for Improved Understanding of Transformations and Nonlinear Effects
inferred← citeshttps://doi.org/10.1177/1094428121999096openalex-snapshot
A Robust Bootstrap Test for Mediation Analysis
inferred← citeshttps://doi.org/10.1177/10944281251346804openalex-snapshot
Unleashing the Creative Potential of Research Tensions: Toward a Paradox Approach to Methods
inferred← citeshttps://doi.org/10.1177/10946705251338461openalex-snapshot
Open Science: A Review of Its Effectiveness and Implications for Service Research
inferred← citeshttps://doi.org/10.1177/13505076231213176openalex-snapshot
Walking the tightrope of academic and practitioner expectations in field research
inferred← citeshttps://doi.org/10.1177/14413582251329941openalex-snapshot
Understanding Market Dynamics and Performance of Mobile Apps
inferred← citeshttps://doi.org/10.1177/14761270231214429openalex-snapshot
How and why alpha should depend on sample size: A Bayesian-frequentist compromise for significance testing
inferred← citeshttps://doi.org/10.1177/16094069251376310openalex-snapshot
Beyond the Data: Establishing Relationships, Honoring Lived Experience, and Highlighting Qualitative Community Research With Military-Connected Families as an Exemplar
inferred← citeshttps://doi.org/10.1177/1745691620906416openalex-snapshot
Transparency and Reproducibility of Meta-Analyses in Psychology: A Meta-Review
inferred← citeshttps://doi.org/10.1177/21582440241278455openalex-snapshot
Levers of Control, Counterproductive Work Behavior, and Work Performance: Evidence From Indonesian Higher Education Institutions
inferred← citeshttps://doi.org/10.1177/21582440241300194openalex-snapshot
Unpacking the Paradoxical Impact of Ethical Leadership on Employees’ Unethical Pro-Organizational Behavior: The Interplay of Employees’ Psychological Capital and Moral Identity
inferred← citeshttps://doi.org/10.1177/23409444211062230openalex-snapshot
Self-criticisms toward a socially responsible science in the field of management
inferred← citeshttps://doi.org/10.1177/2515127420961040openalex-snapshot
Personality, Entrepreneurship Education and Entrepreneurial Intention Among Ghanaian Students
inferred← citeshttps://doi.org/10.1177/87564793221137547openalex-snapshot
Data: Planning, Collecting, and Analyzing
inferred← citeshttps://doi.org/10.1371/journal.pone.0306912openalex-snapshot
Unpacking the paradoxical impact of ethical leadership on employees’ pro-social rule-breaking behavior: The interplay of employees’ psychological capital and moral identity
inferred← citeshttps://doi.org/10.1504/ijbaf.2022.10049827openalex-snapshot
Relationship between economic performance and capital structure: some empirical evidence
inferred← citeshttps://doi.org/10.15760/etd.7909openalex-snapshot
Sleeping to Support: An Examination of the Relationship Between Leader Sleep and Positive Support Behaviors
inferred← citeshttps://doi.org/10.18196/jrc.v4i1.17090openalex-snapshot
IoT-Based Smart Air Conditioner as a Preventive in the Post-COVID-19 Era: A Review
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-eacl.136openalex-snapshot
Best Practices in the Creation and Use of Emotion Lexicons
inferred← citeshttps://doi.org/10.20431/2456-4931.100104openalex-snapshot
Conflict Management in the Workplace: An Analysis of Non-Financial and Financial Conflicts
inferred← citeshttps://doi.org/10.20525/ijrbs.v14i6.4135openalex-snapshot
Unbundling State-Owned enterprises: Employee perceptions and Socio-Economic impacts
inferred← citeshttps://doi.org/10.20944/preprints202402.0602.v1openalex-snapshot
The Improvement of the Use of Open Data in Public Institutions
inferred← citeshttps://doi.org/10.26686/wgtn.21191554openalex-snapshot
Corruption distance and FDI location choice.
inferred← citeshttps://doi.org/10.29086/10413/21194openalex-snapshot
Developing a competitive intelligence strategy model for South African life assurance industry
inferred← citeshttps://doi.org/10.31234/osf.io/3z74gopenalex-snapshot
Homeostatic regulation of energetic arousal during acute social isolation-converging evidence from the lab and the field
inferred← citeshttps://doi.org/10.31538/munaddhomah.v5i1.707openalex-snapshot
Building Literacy of Early Age Students' Language; Teacher Managerial Competence and Legal-Rational Authority of Boarding School Leaders
inferred← citeshttps://doi.org/10.33540/270openalex-snapshot
Navigating Motivation at Work
inferred← citeshttps://doi.org/10.3389/fpsyg.2020.01788openalex-snapshot
Leader–Member Exchange Fosters Beneficial and Prevents Detrimental Workplace Behavior: Organizational Identification as the Linking Pin
inferred← citeshttps://doi.org/10.3389/fpsyg.2024.1389640openalex-snapshot
Looking for a broader mindset in psychometrics: the case for more participatory measurement practices
inferred← citeshttps://doi.org/10.3390/admsci15110407openalex-snapshot
Leaders, Let’s Get Agile: Examining Project Performance Through Sequential Moderated Mediation of Value Co-Creation and Stakeholder Satisfaction Using the Lens of Agile Leadership
inferred← citeshttps://doi.org/10.3390/data9020033openalex-snapshot
Conflicting Marks Archive Dataset: A Dataset of Conflicting Marks from the Brazilian Intellectual Property Office
inferred← citeshttps://doi.org/10.3390/diagnostics16193089openalex-snapshot
Limitations in US Cancer Screening Rate Data and Opportunities to Improve Precision Prevention
inferred← citeshttps://doi.org/10.3390/ijerph23101239openalex-snapshot
Development of a Pandemic-Resilient Framework to Optimise Childhood Routine Immunisation and Maternal Health Services Post-COVID-19 Pandemic in Sokoto State, Nigeria: A Mixed Method Study Protocol
inferred← citeshttps://doi.org/10.3390/su15065357openalex-snapshot
An Investigation of Saudi Arabia’s Ambitious Reform Programme with Vision 2030 to Incentivise Investment in the Country’s Non-Oil Industries
inferred← citeshttps://doi.org/10.3390/su17219426openalex-snapshot
Maritime Governance Analysis for Domestic Ferry Safety and Sustainability by Employing Principles, Criteria and Indicators (PCIs) Framework
inferred← citeshttps://doi.org/10.3390/systems14050573openalex-snapshot
Rethinking Vulnerability Management: How AI and Automation Reshape Organizational Routines and Supports Adaptive Cybersecurity Systems
inferred← citeshttps://doi.org/10.34005/akademika.v12i01.2643openalex-snapshot
DEAF DISABILITY ASSESSMENT MODEL
inferred← citeshttps://doi.org/10.3917/dunod.thiet.2025.01.0588openalex-snapshot
Méthodes de recherche en management
inferred← citeshttps://doi.org/10.3917/e.entre.233.0091openalex-snapshot
Ecosystem Embeddedness by Female Refugee Social Entrepreneurs in France
inferred← citeshttps://doi.org/10.3917/vuib.laroc.2023.01.0119openalex-snapshot
Devenir chercheur en management
inferred← citeshttps://doi.org/10.47127/ijtmr.v7i1.149openalex-snapshot
Credibility of Organizational Research: A Philosophical Asymmetry in Practice and Conceptualization
inferred← citeshttps://doi.org/10.47749/t/unicamp.2022.1256433openalex-snapshot
A importância da ciência de dados como facilitador de tomadas de decisão na gestão das cadeias de abastecimento
inferred← citeshttps://doi.org/10.5093/jwop2022a18openalex-snapshot
Human Resources Analytics: A systematic Review from a Sustainable Management Approach
inferred← citeshttps://doi.org/10.51415/10321/4668openalex-snapshot
Is student-centred teaching and learning being successfully implemented at a leading University of Technology? : a case study of two departments
inferred← citeshttps://doi.org/10.51415/10321/4834openalex-snapshot
Factors influencing the consumer decision-making process regarding green fast-moving consumer goods in the greater Durban area
inferred← citeshttps://doi.org/10.52465/joscex.v4i1.97openalex-snapshot
cARica: Enhancing Travelling Experiences in Wonosobo Through Location-Based Mobile Augmented Reality
inferred← citeshttps://doi.org/10.5465/amj.2021.1197openalex-snapshot
Signaling Diversity Debt: Startup Gender Composition and the Gender Gap in Joiners’ Interest
inferred← citeshttps://doi.org/10.55439/eit/vol11_iss2/i32openalex-snapshot
PROBLEMS AND SOLUTIONS OF MARKETING RESEARCH IN ENTREPRENEURSHIP AND INTERNATIONAL BUSINESS
inferred← citeshttps://doi.org/10.55452/1998-6688-2025-22-1-74-83openalex-snapshot
AN IMAGE DATASET FOR MILITARY VEHICLE DETECTION AND CLASSIFICATION (DMVDC)
inferred← citeshttps://doi.org/10.55559/sjahss.v4i12.605openalex-snapshot
Understanding the Struggles of Stem Students in Stem Education
inferred← citeshttps://doi.org/10.56712/latam.v6i3.3962openalex-snapshot
Implementation of the digital platform Edpuzzle for the improvement of the listening skill in bachelor students of third "d"
inferred← citeshttps://doi.org/10.6007/ijarbss/v12-i2/12299openalex-snapshot
Advancing Competitive Intelligence as a Correlation of Competitive Advantage in Iraqi Banking Industry
inferred← citeshttps://doi.org/10.6007/ijarbss/v13-i6/17535openalex-snapshot
Investigating the Public Service Readiness of Electronic Records Application among Malaysian Public Sectors
inferred← citeshttps://doi.org/10.62273/csvp4044openalex-snapshot
Investigating the Factors That Engage Students to Be Successful in Hybrid Business Analytics Courses
inferred← citeshttps://doi.org/10.63385/hrsp.v1i1.461openalex-snapshot
Architecting Creative Capacity: An HR Framework for Translating Team Motivation into Innovation through Emotional Intelligence and Knowledge Sharing
inferred← citeshttps://doi.org/10.67341/03284050-213openalex-snapshot
¿Qué es el ajuste metodológico? Recomendaciones para lograr la consistencia interna en la investigación
inferred← citeshttps://doi.org/10.7176/rjfa/12-8-01openalex-snapshot
Analysis of Dividend Yield and Stock Return in Nairobi Securities Exchange in Kenya
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.