Education & employability Research brief
Half now learn job skills on YouTube
Where industry-relevant skill acquisition actually happens for this cohort.
On the question “How do you primarily acquire modern, industry-relevant skills today?”, the modal answer is YouTube and free open-source materials, chosen by 50.1% of respondents (200 of 399). The next-largest answer, strictly from my formal college classes, accounts for 32.8% (131), a gap of 17.3 percentage points.
Key figures
- 50.1% (200 of 399) answered YouTube and free open-source materials on “How do you primarily acquire modern, industry-relevant skills today?”.
- The top two answers are separated by 17.3 percentage points, and the smallest category still covers 7 respondents.
- Findings describe this community-recruited cohort of 399 respondents, not Kerala's youth population.
Figures & data tables#
Figures are drawn directly from the primary response counts; each carries its full data table and an embed snippet.
How do you primarily acquire modern, industry-relevant skills today?
തൊഴിലിന് ആവശ്യമായ ആധുനിക കഴിവുകൾ നിങ്ങൾ പ്രധാനമായും എവിടെ നിന്നാണ് പഠിച്ചെടുക്കുന്നത്?
യൂട്യൂബും മറ്റ് ഫ്രീ സൈറ്റുകളും വഴി
പൂർണ്ണമായും എന്റെ കോളേജ് ക്ലാസുകളിൽ നിന്ന് മാത്രം
പണം നൽകിയുള്ള ഓൺലൈൻ കോഴ്സുകൾ വഴി
സർക്കാർ പരിശീലന കേന്ദ്രങ്ങൾ വഴി
Data table
| Response | Count | Share |
|---|---|---|
| YouTube and free open-source materials | 200 | 50.1% |
| Strictly from my formal college classes | 131 | 32.8% |
| Paid online certification courses (Udemy, Coursera, etc.) | 61 | 15.3% |
| Government training setups (ASAP Kerala, K-DISC) | 7 | 1.8% |
| Total answered | 399 | 100% |
Embed this figure on your site (free, CC BY 4.0)
Copy the snippet below. Keep the source link — attribution is the licence condition.
<iframe src="https://journal.moyanai.app/journal/embed/how-skills-are-acquired" width="100%" height="420" style="border:1px solid #e5e7eb;border-radius:8px" title="How do you primarily acquire modern, industry-relevant skills today? — Moyan Journal"></iframe>
<p>Source: <a href="https://journal.moyanai.app/journal/kerala-gen-z-survey-2026">The Kerala Gen Z Report 2026</a>, Moyan AI.</p>Where the answers cluster#
The full distribution for “How do you primarily acquire modern, industry-relevant skills today?” (n = 399) is: YouTube and free open-source materials — 50.1% (200); Strictly from my formal college classes — 32.8% (131); Paid online certification courses (Udemy, Coursera, etc.) — 15.3% (61); Government training setups (ASAP Kerala, K-DISC) — 1.8% (7).
The cohort is moderately concentrated on this question. One option leads without dominating, so the second and third answers carry real policy weight. The smallest recorded answer, Government training setups (ASAP Kerala, K-DISC), still represents 7 people — a group large enough to matter in programme design even at 1.8%.
Limits of this evidence#
The sample is a community-recruited cohort of 399 respondents surveyed between 21 May and 28 June 2026. Figures describe this cohort; they are not state-level prevalence estimates and should not be reported as such.
The composition of the sample also shapes the totals: 74.4% of respondents fall in the older student and early-career band, and 72.7% identify as male. Any reading by gender, district or occupation needs disaggregated fieldwork this instrument was not designed to deliver.
The instrument records one moment in time, so nothing here identifies a cause or a trend. Statements about mechanism in this brief are interpretive and flagged as such.
Questions readers ask#
- How do you primarily acquire modern, industry-relevant skills today?? (Kerala Gen Z Survey 2026)
- 50.1% of 399 respondents answered YouTube and free open-source materials, followed by strictly from my formal college classes at 32.8%. Full distribution: YouTube and free open-source materials — 50.1% (200); Strictly from my formal college classes — 32.8% (131); Paid online certification courses (Udemy, Coursera, etc.) — 15.3% (61); Government training setups (ASAP Kerala, K-DISC) — 1.8% (7).
- How many people answered this question?
- All 399 respondents in the Kerala Gen Z Survey 2026 answered this item.
- Can these figures be generalised to all Kerala youth?
- No. The survey is a community-recruited cohort of 399 respondents surveyed between 21 May and 28 June 2026, so the figures describe this cohort rather than the state's youth population.
Source and reuse
Every figure in this brief comes from the The Kerala Gen Z Report 2026 response sheet. The full aggregate dataset, codebook and methodology are open: open data · methodology.
Cite this page
Free to reuse under CC BY 4.0. Attribution with a link back is the only condition.
Community Leadership and Social Change Program Research Scholars & Valakkulam, Y. (2026). Half now learn job skills on YouTube. Moyan Journal of Community & Society, Volume 1, Issue 1. Department of Graduate Institute, DHI University (DHIU), India; published by Moyan AI. https://journal.moyanai.app/journal/research/youtube-replacing-classroom-keralaReference manager
Open access. This work is published under CC BY 4.0. You may copy, redistribute, adapt and reuse the text, figures and data for any purpose, including commercially, with attribution and a link back.