Table 3 Practical coding, interview, and... | Emerald Publishing

Table 3

Practical coding, interview, and reflexivity strategies for applying HRNI

HRNI dimension	Coding strategies	Interview designs	Reflexivity protocols
Temporal Analysis	Time-indexed trajectory codes: e.g. Before Policy Change, Crisis Phase, Post-Intervention Emotional evolution markers: e.g. Initial Enthusiasm, Cynical Drift, Re-engagement Plot-point coding: aligning participant narratives with key temporal milestones (e.g. onboarding, resignation, recovery)	Repeat interviews across critical organizational phases (e.g. 6-month intervals) Episodic interview schedules focused on before, during, and after turning points Use of life-mapping tools to prompt temporally sequenced storytelling from participants	Reflexive memos after each interview round, noting changes in participant tone, openness, and narrative structure Cross-time reflective grids to track how interpretations shift Time-based analytic journaling to capture researcher evolution in theoretical framing
Contextual Embedding	Situated codes: e.g. ritualized interaction, organizational silence, performance scripts Institutional discourse markers: e.g. policy speak, compliance jargon, branding talk Code clusters around spatial and symbolic triggers (uniforms, slogans, posters)	Contextual walkthrough interviews: ask participants to describe meanings of physical spaces (e.g. reception desk, uniforms) Use of symbolic object prompts (e.g. handbook, feedback form) to elicit embedded assumptions Context-recall elicitation based on specific event settings	Field-based reflexivity journaling of sensory-emotional responses to institutional environments Researcher narrative memos around perceived power relations during observation Annotated positionality statements tied to institutional roles (e.g. “as former HR staff …”)
Reflexive Triangulation	Multilayer coding: first-order codes (participant terms), second-order codes (researcher interpretations), third-order reflections (e.g. “why did this make me uncomfortable?”) Reflexive misalignment flags: codes for dissonant interpretations Double-coding by peers to elicit blind spots	Co-constructed interviews: researcher shares partial interpretations and invites feedback Participant-researcher joint sensemaking sessions Identity-mirroring interviews: researcher invites participants to reflect on the interviewer's role, accent, or background	Reflexivity dashboards combining identity markers, emotion logs, and power analysis notes Weekly team reflections on interpretive tensions “Critical incident” logs where researcher felt ethical discomfort or interpretive conflict

HRNI dimension	Coding strategies	Interview designs	Reflexivity protocols
Temporal Analysis	Time-indexed trajectory codes: e.g. Before Policy Change, Crisis Phase, Post-Intervention Emotional evolution markers: e.g. Initial Enthusiasm, Cynical Drift, Re-engagement Plot-point coding: aligning participant narratives with key temporal milestones (e.g. onboarding, resignation, recovery)	Repeat interviews across critical organizational phases (e.g. 6-month intervals) Episodic interview schedules focused on before, during, and after turning points Use of life-mapping tools to prompt temporally sequenced storytelling from participants	Reflexive memos after each interview round, noting changes in participant tone, openness, and narrative structure Cross-time reflective grids to track how interpretations shift Time-based analytic journaling to capture researcher evolution in theoretical framing
Contextual Embedding	Situated codes: e.g. ritualized interaction, organizational silence, performance scripts Institutional discourse markers: e.g. policy speak, compliance jargon, branding talk Code clusters around spatial and symbolic triggers (uniforms, slogans, posters)	Contextual walkthrough interviews: ask participants to describe meanings of physical spaces (e.g. reception desk, uniforms) Use of symbolic object prompts (e.g. handbook, feedback form) to elicit embedded assumptions Context-recall elicitation based on specific event settings	Field-based reflexivity journaling of sensory-emotional responses to institutional environments Researcher narrative memos around perceived power relations during observation Annotated positionality statements tied to institutional roles (e.g. “as former HR staff …”)
Reflexive Triangulation	Multilayer coding: first-order codes (participant terms), second-order codes (researcher interpretations), third-order reflections (e.g. “why did this make me uncomfortable?”) Reflexive misalignment flags: codes for dissonant interpretations Double-coding by peers to elicit blind spots	Co-constructed interviews: researcher shares partial interpretations and invites feedback Participant-researcher joint sensemaking sessions Identity-mirroring interviews: researcher invites participants to reflect on the interviewer's role, accent, or background	Reflexivity dashboards combining identity markers, emotion logs, and power analysis notes Weekly team reflections on interpretive tensions “Critical incident” logs where researcher felt ethical discomfort or interpretive conflict

Source(s): By author