Litcius/Paper detail

Using a Narrative Approach to Analyze Longitudinal Mixed Methods Data

Maureen R. Waller, Lenna Nepomnyaschy, Daniel P. Miller, Meaghan Mingo

2020Journal of Mixed Methods Research19 citationsDOI

Abstract

Despite growing interest in longitudinal mixed methods research designs, more strategies for analyzing and integrating these data are needed. This article contributes to the field of mixed methods research by presenting a novel narrative approach to data analysis in longitudinal studies. Our approach involves the transformation of longitudinal survey data from the Fragile Families and Child Wellbeing Study into narrative case histories. We use qualitative interviews from participants in an embedded study to select survey variables for data transformation and to explain unexpected survey outcomes. Our analysis shows how multiple factors converge to enable or constrain fathers’ involvement with children in five different fathering trajectories, and how the narrative frames of some disadvantaged fathers may facilitate their sustained involvement.

Topics & Concepts

NarrativeDisadvantagedMultimethodologyLongitudinal dataLongitudinal fieldNarrative inquiryLongitudinal studyData collectionField (mathematics)Qualitative propertySurvey data collectionQualitative researchPsychologyComputer scienceSociologyMathematics educationSocial scienceStatisticsMathematicsData miningPolitical scienceLawPure mathematicsPhilosophyLinguisticsMachine learningMagnetic fieldPhysicsQuantum mechanicsHealth Policy Implementation ScienceData Analysis and ArchivingCommunity Health and Development