In-depth education research powered by big data and audit — informal, non-formal, and formal.

Research report on Indonesia's learning mode adoption in 2026: the relative share of online and in-person private tutoring by region and level, post-normalization patterns of remote learning, subject affinity, and the digital access gap. Based on indexed data and official sources.
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Indonesia private tutor profile report 2026: proportions of tutor field-of-study families, alma mater representation index, campus origins, academic level, and subject alignment. Grounded in indexed data and official sources from PDDikti, BPS, and OECD.
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Research on the most in-demand subjects of 2026: an indexed private tutoring demand ranking spanning mathematics, English, early-childhood literacy-numeracy, Quran reading, coding, and artificial intelligence, plus the shift between odd and even semesters. Built on indexed data and official sources.
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A relative hourly cost index for private tutoring across Indonesian cities in the second half of 2026, with Yogyakarta set as base 100. It maps location multipliers rooted in cost of living and regional wages, built on indexed ratios and official BPS and Kemnaker sources.
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Research on private tutor distribution to Indonesia's eastern frontier: Sulawesi, East Nusa Tenggara, Maluku, and Papua. Relative representation index, registration momentum, campus origin profile, and study mode as signals of educational access equity. Built on indexed data and official sources.
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A map of tutor supply, most-requested subjects, learning modes, tutor profiles, and a relative cost index across cities — built on indexed data and official sources.
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