Co-designing Inclusion: Digital Gender Exclusion Qualitative Analysis

The PLOS One study protocol asks why marginalized women in Pakistan remain offline and sets up a three-phase community-based participatory research (CBPR) qualitative study to answer that question. The primary audience is qualitative researchers, program designers, and digital inclusion policymakers who need actionable methods for studying gendered barriers. The primary keyword for this post is "digital gender exclusion qualitative analysis" and this article explains the study's methods, timelines, and three practical ways AI-enabled qualitative research can speed synthesis and co-design.

Key Takeaways

According to the PLOS One study protocol published August 20, 2026, researchers will use CBPR, focus group discussions, in-depth interviews, photo-elicitation, role-playing, and co-design workshops in Azam Basti, Karachi to identify sociocultural drivers of women's digital exclusion.

The PLOS One protocol plans approximately 36–45 participants across FGDs and interviews, with recruitment scheduled to begin in August 2026 and data collection completed by April 2027 (study timeline, February 2026 submission).
The PLOS One protocol cites the GSMA Mobile Gender Gap Report 2024, which found women in Pakistan are 38% less likely than men to own a mobile phone or access mobile internet (GSMA, 2024).
The PLOS One protocol highlights Pakistan's Global Gender Gap ranking of 145 out of 146 countries in 2024 (World Economic Forum, 2024), and the project received a SSHRC Insight Development Grant of USD 70, 626 awarded in the 2025 competition.
The PLOS One authors warn that "deeply entrenched sociocultural barriers" shape access to technology and recommend engaging family gatekeepers and community leaders through co-design rather than awareness campaigns alone.

What happened and how the study works

The PLOS One protocol published August 20, 2026 lays out a three-phase CBPR qualitative study in Azam Basti, Karachi that combines advisory committees, focus groups, in-depth interviews, and co-design workshops to examine digital gender exclusion.

According to the PLOS One protocol, Phase 1 forms a Community Advisory Committee (CAC) with community leaders, marginalized women, and family gatekeepers that meets quarterly to co-develop instruments and guide analysis.

According to the PLOS One protocol, Phase 2 uses two FGDs per participant group (4–5 participants per group), plus 4–5 in-depth interviews per group, with photo-elicitation for women and role-play for gatekeepers to surface normative drivers.

According to the PLOS One protocol, Phase 3 runs 3 co-design workshops (8–10 participants each) to develop and refine 2–3 community-informed interventions for digital gender inclusion.

Findings snapshot

Date	Metric	Value	Implication
August 20, 2026	Article published	PLOS One	Protocol available for replication and methodological review
2024	Mobile gender gap (Pakistan)	Women 38% less likely than men to own a mobile phone or access mobile internet (GSMA)	Quantifies access gap anchors qualitative inquiry in structural data
2024	Global Gender Gap Index	Pakistan ranked 145/146 (World Economic Forum)	Contextualizes sociopolitical barriers to digital inclusion
2025	Grant funding	SSHRC Insight Development Grant, USD 70, 626	Enables a two-year CBPR project and community engagement activities
Feb 2026–Jan 2028	Project timeline	Preparation Feb–Jul 2026; recruitment Aug–Nov 2026; data collection by Apr 2027; analysis to Jan 2028	Shows realistic time budget for CBPR qualitative studies with co-design
Study protocol	Sample planned	Approximately 36–45 participants across FGDs and interviews	Feasible saturation range for deeply contextual qualitative analysis

Implications for qualitative researchers and program designers

The PLOS One protocol implies researchers should budget time and resources for trust-building: the protocol schedules six months of preparatory work (February–July 2026) to form the CAC and pilot materials, which the authors say is critical for culturally safe research.

The PLOS One authors recommend mixed participatory methods to surface norms: the protocol pairs photo-elicitation with role-play to move from lived experience to household decision dynamics, which supports richer coding for themes such as mobility restrictions, safety concerns, and gatekeeper control.

The PLOS One protocol signals that co-design with gatekeepers is essential for intervention durability: the authors argue that engaging male family members and community leaders in co-design moves beyond awareness to change norms, a step they expect to increase uptake and sustainability.

How Evidano Helps: speeding thematic synthesis and community co-design

Evidano's core definition

Evidano is an AI-powered qualitative data analysis platform that helps researchers analyze interviews, open-ended surveys, and documents.

Problem: CBPR generates multi-modal data across languages and media; Solution: Evidano ingests audio, Urdu transcripts, and image notes, supports translation, and retains context-aware codes to preserve voice in cross-language analysis via translation features.

Problem: Small teams, heavy transcription workload

The PLOS One protocol expects Urdu audio transcriptions and English translations for reflexive thematic analysis, which is time consuming and error prone when done manually (PLOS One protocol, Methods).

Feature: Evidano's speech-to-text and custom-dictionary transcription automates verbatim transcripts with PII redaction and supports Urdu→English workflows to shorten preparation time and improve coder consistency, see speech-to-text.

Problem: Cross-segment comparative coding

The PLOS One protocol compares marginalized women, family gatekeepers, and community leaders across themes to reveal power dynamics (PLOS One, Analysis).

Feature: Evidano's thematic, frequency, and cross-segment analyses let researchers quantify code co-occurrence and compare themes between participant groups, speeding iterative CAC reviews and supporting transparency in reflexive thematic analysis.

Problem: Co-design outputs need rapid evidence translation

The PLOS One protocol plans arts-based knowledge translation materials and stakeholder briefs to influence policy (PLOS One, Discussion).

Feature: Evidano generates extractable summaries, verbatim quote tables, and visualizations that map themes to recommendations so co-design workshops can test evidence-backed options in real time, linked to features.

FAQ: digital gender exclusion qualitative analysis

What methods will the PLOS One study use to uncover social norms?

Direct answer: The PLOS One protocol uses CBPR with FGDs, in-depth interviews, photo-elicitation, role-playing, and co-design workshops.

Supporting detail: The protocol specifies two FGDs per participant group (4–5 people each), 4–5 in-depth interviews per group, photo-elicitation for women, role-play for gatekeepers, and three co-design workshops to translate findings into interventions (PLOS One protocol, Methods).

How many participants does the protocol plan and when will data appear?

Direct answer: The PLOS One protocol plans roughly 36–45 participants, with results expected beginning in late 2027.

Supporting detail: The protocol sets recruitment for August–November 2026, data collection to April 2027, and analysis and dissemination through January 2028 (PLOS One, Study timeline).

Can AI help analyze Urdu interviews without losing context?

Direct answer: Yes, AI-enabled platforms can assist with transcription, translation, and thematic coding while preserving contextual detail when configured with custom dictionaries and human validation.

Supporting detail: The PLOS One protocol transcribes in Urdu and translates to English for reflexive thematic analysis, which creates an opportunity to use AI tools for initial transcripts and code suggestions followed by co-analysis with the CAC to ensure cultural fidelity (PLOS One, Analysis).

How should researchers report quotes and coded themes to policymakers?

Direct answer: Reporters should present verbatim quotes with clear source attribution and paired frequency or co-occurrence metrics to show prevalence and contextual meaning.

Supporting detail: The PLOS One authors use direct community involvement in code validation and recommend stakeholder briefs and arts-based materials to translate findings for agencies such as the Pakistan Telecommunication Authority (PLOS One, Discussion).

Conclusion & Next Steps

The PLOS One protocol (published August 20, 2026) offers a clear CBPR blueprint for studying digital gender exclusion in Pakistan and shows where AI-enabled workflows can reduce time to insight while preserving community voice.

Researchers should plan for the timeline and resources the protocol specifies: six months of preparation, recruitment in August–November 2026, and data collection completed by April 2027 (PLOS One, Study timeline).

If you are designing a similar study, consider combining local co-analysis with AI-assisted transcription and cross-segment thematic tools to speed evidence-to-policy cycles.

To test AI-enabled qualitative workflows on your transcripts and co-design notes, Try Evidano for free.

Topics

digital gender exclusion qualitative analysis
gender digital divide Pakistan
CBPR qualitative methods
AI qualitative analysis

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