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Toward an Ethical Framework for the Text Mining of Social Media for Health Research: A Systematic Review
16 references·5 citing·47 second hop
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(1979)Designing and Conducting Mixed Methods Research (2007)Factors influencing acceptance of technology for aging in place: A systematic review (2014)Improving the usefulness of a tool for appraising the quality of qualitative, quantitative and mixed methods studies, the Mixed Methods Appraisal Tool ( MMAT ) (2018)Improving the content validity of the mixed methods appraisal tool: a modified e-Delphi study (2019)The Handbook of Research Synthesis. (1995)Systematic reviews in the social sciences: a practical guide (2006)Using thematic analysis in psychology (2006)The role of masculinity in men's help-seeking for depression: A systematic review (2016)Intercoder Reliability in Qualitative Research: Debates and Practical Guidelines (2020)Systematic Reviews: Identifying relevant studies for systematic reviews (1994)Cochrane Handbook for Systematic Reviews of Interventions (2008)Developing Design Propositions through Research Synthesis (2008)PICO, PICOS and SPIDER: a comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews (2014)A systematic approach to searching: an efficient and complete method to develop literature searches (2018)The impact of patient, intervention, comparison, outcome (PICO) as a search strategy tool on literature search quality: a systematic review (2018)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Online communication, social media and adolescent wellbeing: A systematic narrative review (2014)Social media and health care professionals: benefits, risks, and best practices. (2014)Social Media Use for Health Purposes: Systematic Review (2021)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)How to Do a Systematic Review: A Best Practice Guide for Conducting and Reporting Narrative Reviews, Meta-Analyses, and Meta-Syntheses (2018)Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report. (2018)Declaración PRISMA 2020: una guía actualizada para la publicación de revisiones sistemáticas (2021)Positive Affect, Cognitive Processes, and Social Behavior (1987)Articulatory Phonology: An Overview (1992)10 Sociomateriality: Challenging the Separation of Technology, Work and Organization (2008)Using the Internet for Surveys and Health Research (2002)Psychological Research Online: Report of Board of Scientific Affairs' Advisory Group on the Conduct of Research on the Internet. (2004)E‐mail interviewing in qualitative research: A methodological discussion (2006)Creating Caring Institutions: Politics, Plurality, and Purpose (2010)Landscapes of care (2010)The Care Manifesto. The Politics of Interdependence (2021)
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References

  • 2009Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement37,549 cited
  • 2008Methods for the thematic synthesis of qualitative research in systematic reviews9,266 cited
  • 2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
  • 2012Enhancing transparency in reporting the synthesis of qualitative research: ENTREQ3,561 cited
  • 2012Beyond PICO2,604 cited
  • 2013A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication2,515 cited
  • 2017Perceiving, Acting and Knowing2,065 cited
  • 2011Testing the reliability and efficiency of the pilot Mixed Methods Appraisal Tool (MMAT) for systematic mixed studies review1,329 cited
  • 2006The ethics of care: personal, political, and global1,041 cited
  • 2001Ethical issues in qualitative research on internet communities972 cited
  • 2010“But the data is already public”: on the ethics of research in Facebook894 cited
  • 2016Twitter as a Tool for Health Research: A Systematic Review634 cited
  • 2013Patients’ and health professionals’ use of social media in health care: Motives, barriers and expectations632 cited
  • 2016Searching and synthesising ‘grey literature’ and ‘grey information’ in public health: critical reflections on three case studies486 cited

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  • 2017Towards an Ethical Framework for Publishing Twitter Data in Social Research: Taking into Account Users’ Views, Online Context and Algorithmic Estimation424 cited
  • 2007Recognition of Depression by Non-psychiatric Physicians—A Systematic Literature Review and Meta-analysis391 cited
  • Cited by

    • 2025Rapid reviews methods series: guidance on rapid scoping, mapping and evidence and gap map (‘Big Picture Reviews’)23 cited
    • 2024Rapid review methods series: Guidance on the use of supportive software14 cited
    • 2024Text Analysis on Early Reactions to ChatGPT as a Tool for Academic Progress or Exploitation13 cited
    • 2024Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making12 cited
    • 2023Automated data analysis of unstructured grey literature in health research: A mapping review9 cited