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MotivationPaper

A career app with AI tips came with more drive to learn than paper

HelpedThe short version

Those who used a career app with AI tips and step tracking felt keener to learn than the paper group.

Seen from below, a young adult in a striped jumper steps in place on a wooden block beside a glowing lantern on a post.
120
students and young workers in India
Randomised
groups picked at random
Self-rated
people rated themselves
3 tools
tested

The study

  1. Who took part

    120 adults, about 25 on average, in Tamil Nadu, India. They were university students and working professionals, and 60 were put in each group.

  2. What they did

    For eight weeks, one group followed a tech career path in a web app. It tracked the steps they finished, showed their progress and gave AI tips on what to do next. The other group used a printed roadmap with the same content.

  3. What happened

    The app group rated themselves as clearer about their goals and more keen to learn at the end. The paper group didn't change. The main results table is missing and the two groups aren't clearly compared, so we can't give sizes. The summary claims more than the results show.

What the study found

  1. Helped

    Those who used a career app with AI tips and step tracking felt keener to learn than the paper group.

    Randomised trial of 120 students and young workers in India · vs a printed roadmap with the same content · they rated themselves · ⚠ summary claims more than the results show

How solid is this?

  • Groups picked at random
  • Plan registered in advance
  • People rated themselves
  • Summary claims more than the results show

Source

Interactive Career Roadmap Website: Career Paths with Progress Tracking and AI Guided Recommendations (2026)

DOI: 10.55041/ijcope.v2i6.169 (opens in a new tab)

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