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Topic · Statistics, Probability and Uncertainty

Innovative Education Methods and Tools

Innovative Education Methods and Tools is a research topic within Statistics, Probability and Uncertainty. Science Explorer counts 1.8k research works in it since 2001. 10.1% of them reached the world's top 10% most cited for their field and year.

This cluster of papers explores the comparison and evaluation of different sampling methods in research studies, including convenience sampling and purposive sampling. It also delves into the development and application of the ADDIE model in online education, addressing learning challenges, and the utilization of local wisdom in various educational materials. Additionally, it investigates the impact of traditional medicines, particularly medicinal plants, and discusses selection bias in internet-based studies.

  • Convenience Sampling
  • Purposive Sampling
  • Selection Bias
  • Internet-based Study
  • Qualitative Research
  • ADDIE Model
  • Online Education
  • Learning Challenges
  • Medicinal Plants
  • Local Wisdom
Research works
1.8k
fractional, since 2001
In the world top 10%
179
per year above
Top-10% rate
10.1%
share of its works in the world top 10%
Growth, 2013–17 → 2018–22
+568%
the tick is no change

Which countries lead Innovative Education Methods and Tools research?

By volume, Indonesia and Malaysia publish the most (771 and 20 works in 2022–2025).

By volume, 2022–2025

  1. 1 Indonesia 771 works
  2. 2 Malaysia 20 works
  3. 3 ?? 18 works
  4. 4 Philippines 14 works
  5. 5 South Africa 11 works
  6. 6 United States 10 works
  7. 7 Iraq 7 works
  8. 8 Thailand 6 works
  9. 9 Nigeria 5 works
  10. 10 Zimbabwe 4 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

Indonesia: 88.9%Malaysia: 2.3%??: 2.1%Philippines: 1.7%6 others listed: 5.0%89%largest
Indonesia771 · 88.9%Malaysia20 · 2.3%??18 · 2.1%Philippines14 · 1.7%6 others listed43 · 5.0%

Shares of the rows listed above, not of the whole node.

Which institutions lead Innovative Education Methods and Tools research?

By volume in 2022–2025, State University of Padang publishes the most Innovative Education Methods and Tools research, followed by Indonesia University of Education and State University of Semarang.

By volume, 2022–2025

  1. 1 State University of PadangIndonesia 36 works
  2. 2 Indonesia University of EducationIndonesia 33 works
  3. 3 State University of SemarangIndonesia 32 works
  4. 4 State University of MalangIndonesia 31 works
  5. 5 Yogyakarta State UniversityIndonesia 29 works
  6. 6 Universitas Pendidikan GaneshaIndonesia 28 works
  7. 7 State University of MedanIndonesia 27 works
  8. 8 Universitas Negeri SurabayaIndonesia 26 works
  9. 9 State University of MakassarIndonesia 25 works
  10. 10 Universitas PGRI SemarangIndonesia 15 works

Where is Innovative Education Methods and Tools research done?

The largest centres of Innovative Education Methods and Tools research in 2022–2025 are Semarang (Indonesia), Medan (Indonesia), Jakarta (Indonesia) and Bandung (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Singaraja, Padang and Pekanbaru.

Largest cities, 2022–2025

  1. 1 Semarang Indonesia 56 works
  2. 2 Medan Indonesia 48 works
  3. 3 Jakarta Indonesia 48 works
  4. 4 Bandung Indonesia 46 works
  5. 5 Yogyakarta Indonesia 45 works
  6. 6 Padang Indonesia 41 works
  7. 7 Malang Indonesia 40 works
  8. 8 Surabaya Indonesia 38 works
  9. 9 Makassar Indonesia 33 works
  10. 10 Singaraja Indonesia 29 works

Where it is the local speciality

  1. SingarajaID · 28.8 works72×
  2. PadangID · 40.6 works22×
  3. PekanbaruID · 23.3 works20×
  4. SemarangID · 56.5 works18×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Innovative Education Methods and Tools than the world average.

See Innovative Education Methods and Tools on the map

Where is the best place to study Innovative Education Methods and Tools?

Among universities, judged by research, Universitas Negeri Surabaya, State University of Makassar and Universitas Pendidikan Ganesha score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%10%20%mean 11.15%fractional works in this node (log) →share in the world top 10% →Universitas Negeri Surabaya: 26, 17.4%State University of Makassar: 25, 16.3%Universitas Pendidikan Ganesha: 28, 15.7%Yogyakarta State University: 29, 10.6%State University of Malang: 32, 7.9%State University of Padang: 36, 8.3%Indonesia University of Education: 32, 6.0%Sriwijaya University: 14, 12.0%State University of Semarang: 32, 6.0%Sebelas Maret University: 10, 11.3%Universitas Negeri S…State University of …Universitas Pendidik…Yogyakarta State Uni…
above the meannear itbelow it

One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.

#UniversityScoreTop 10%SpecialisationWorksGrowth
1 Universitas Negeri SurabayaIndonesia 82.617.4%39.8×26 —
2 State University of MakassarIndonesia 76.116.3%35.4×25 —
3 Universitas Pendidikan GaneshaIndonesia 74.715.7%80.7×28 —
4 Yogyakarta State UniversityIndonesia 74.510.6%58.6×29 —
5 State University of MalangIndonesia 72.27.9%37.8×32 —
6 State University of PadangIndonesia 68.38.3%38.3×36 —
7 Indonesia University of EducationIndonesia 64.36.0%37.4×32 —
8 Sriwijaya UniversityIndonesia 62.512.0%28.2×14 —
9 State University of SemarangIndonesia 60.46.0%48.7×32 +75.0%
10 Sebelas Maret UniversityIndonesia 59.711.3%12.3×10 —

Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.

Is Innovative Education Methods and Tools research growing?

Output in 2018–2022 was 568% higher than in 2013–2017, peaking in 2025. The fastest-growing topics are Innovative Education Methods and Tools.

2005201020152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.