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Guidelines for Establishing Reliability When Coding Narrative Data
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Abstract
The use of quantitative, qualitative, and mixed methods approaches has been foundational to research on emerging adulthood, yet there remain many unresolved methodological issues pertaining to how to handle qualitative data. The purpose of this article is to review best practices for coding and establishing reliability when working with narrative data. In doing so, we highlight how establishing reliability must be seen as an evolving process, rather than simply a focus on the end product. The review is divided into three broad sections. In the first section, we discuss relatively more quantitatively focused methods of coding and establishing reliability, whereas in the second section we discuss relatively more qualitatively focused methods. In the final section, we provide recommendations for researchers interested in coding narrative and other types of open-ended data. This article is intended to serve as an essential resource for researchers working on a variety of topics related to emerging adulthood and beyond.
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“Chiefly, it allows multiple coders to demonstrate inter-rater reliability, which enhances results’ internal and external validity (Adler et al., 2017; Syed & Nelson, 2015).”
From Narrative identity in the psychosis spectrum: A systematic review and developmental model (2021) · cites this paper as Syed & Nelson, 2015
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““Reliability is generally defined as the consistency of a measure, or the degree to which scores approximate each other across multiple assessments of an instrument or multiple ratings of the same event” (Syed & Nelson, 2015).”
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Metadata
- Authors
- Syed, M., & Nelson, S. C.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Syed, Moin
- Venue
- Emerging Adulthood
- Publisher
- SAGE Publications
- Published
- 2015-05-26
- Volume
- 3
- Issue
- 6
- Pages
- 375-387
- ISSN
- 2167-6968 (ISSN-L)
- 2167-6984
- OpenAlex
- W2232317411
- Cited by
- 801
- References
- 92
- Citations by year
- 2026: 63 · 2025: 83 · 2024: 106 · 2023: 89 · 2022: 117 · 2021: 126 · 2020: 96 · 2019: 62 · 2018: 28 · 2017: 23 · 2016: 7 · 2015: 1
- FWCI
- 17.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Emerging Adulthood (publishedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Reliability and Agreement in Measurement
- Social Sciences › Education › Qualitative Research Methods and Applications
- Social Sciences › General Social Sciences › Computational and Text Analysis Methods
- Keywords
- narrative data, coding reliability, qualitative data analysis, coding practices, mixed methods
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