Insights: Qualitative Analysis of Transcription Programs

According to The Signal (Library of Congress blog) on July 21, 2026, qualitative interviews and resource design identified practical barriers and new outreach opportunities for the By the People transcription program.

• Shelby Kruger conducted six educator interviews during her 2026 Library of Congress Junior Fellow project, according to The Signal on July 21, 2026.
• Shelby published updates on July 22, 2026, and the post notes that “All resources are now available for use! ” on crowd.loc.gov, according to The Signal on July 22, 2026.
• The By the People project now includes a five-page cursive club guide and a five-page classroom guide created in 2026, according to The Signal on July 21, 2026.
• Educators reported common challenges in July 2026: illegible handwriting, declining cursive literacy among students, and difficulty tracking volunteer hours, according to The Signal on July 21, 2026.

What happened: Shelby Kruger, a 2026 Junior Fellow, audited By the People resources, interviewed educators, and produced new materials to improve classroom and community transcription work, according to The Signal on July 21, 2026.

How it was measured: The Signal reports that Kruger performed six semi-structured interviews with professors, librarians, and event hosts in 2026 and used those interviews to identify themes and resource gaps.

Constraints and context: The Signal notes that volunteers face illegible historic handwriting, archaic spellings, and formatting irregularities in documents, and that fewer students are taught cursive today, which affects transcription accuracy in 2026.

Implication summary: Interviews and resource testing in 2026 show that transcription projects need both pedagogical materials and volunteer-management features, according to The Signal on July 21, 2026.

For qualitative researchers: The Signal demonstrates that small-N, interview-driven studies (six interviews in this case) can surface actionable design changes when paired with artifact iteration and rapid publication.

For educators and program leads: The Signal shows that creating focused tools like a classroom guide and cursive club materials in 2026 can lower the onboarding barrier for novices and improve transcription throughput.

Qualitative analysis of transcription programs combines small-scale interviews, forum observation, and iterative resource design to produce tangible improvements, as shown in the Library of Congress By the People project documented in The Signal on July 21 and updated July 22, 2026.

Shelby Kruger’s six interviews and the resulting classroom and cursive club guides in 2026 show how focused qualitative work yields deployable materials.

If you run or evaluate a crowdsourced transcription program, consider pairing purposive interviews with AI-enabled synthesis to scale those insights.

To test this approach, Try Evidano for free and use AI-driven thematic and frequency analysis to turn interviews and forum posts into prioritized actions.