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Topic · Health Information Management

Health, Technology, Consumer Behavior

Health, Technology, Consumer Behavior is a research topic within Health Information Management. Science Explorer counts 13k research works in it since 1964. 9.8% of them reached the world's top 10% most cited for their field and year.

This cluster of papers explores the opportunities and challenges for digital healthcare services, focusing on topics such as e-commerce, customer satisfaction, technology acceptance, financial technology, mobile payment, service quality, marketing strategy, consumer behavior, and information technology in various industries.

  • Digital Healthcare Services
  • E-Commerce
  • Customer Satisfaction
  • Technology Acceptance
  • Financial Technology
  • Mobile Payment
  • Service Quality
  • Marketing Strategy
  • Consumer Behavior
  • Information Technology
Research works
13k
fractional, since 1964
In the world top 10%
1.3k
per year above
Top-10% rate
9.8%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+202%
the tick is no change
Largest producer
Indonesia
94% of the 10 largest, 2022-now
Health, Technology, Consumer Behavior

This ranks research output and citation impact. It says nothing about the quality of diagnosis, treatment or care.

Which countries lead Health, Technology, Consumer Behavior research?

By volume, Indonesia and ?? publish the most (8.9k and 298 works in 2022-now).

By volume, 2022-now

  1. 1 Indonesia 8.9k works
  2. 2 ?? 298 works
  3. 3 United States 74 works
  4. 4 Malaysia 55 works
  5. 5 India 47 works
  6. 6 Japan 46 works
  7. 7 Russia 22 works
  8. 8 China 21 works
  9. 9 Philippines 17 works
  10. 10 United Kingdom 16 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: 93.8%??: 3.1%United States: 0.8%Malaysia: 0.6%6 others listed: 1.8%94%largest
Indonesia8,936 · 93.8%??298 · 3.1%United States74 · 0.8%Malaysia55 · 0.6%6 others listed168 · 1.8%

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

Which institutions lead Health, Technology, Consumer Behavior research?

By volume in 2022-now, Universitas Patria Artha publishes the most Health, Technology, Consumer Behavior research, followed by University of Pembangunan Nasional Veteran Jawa Timur and Universitas Islam Negeri Sumatera Utara.

By volume, 2022-now

  1. 1 Universitas Patria ArthaIndonesia 335 works
  2. 2 University of Pembangunan Nasional Veteran Jawa TimurIndonesia 225 works
  3. 3 Universitas Islam Negeri Sumatera UtaraIndonesia 126 works
  4. 4 Universitas Informatika dan Bisnis IndonesiaIndonesia 116 works
  5. 5 Binus UniversityIndonesia 108 works
  6. 6 Universitas Nusa BangsaIndonesia 107 works
  7. 7 Universitas Muhammadiyah SidoarjoIndonesia 105 works
  8. 8 Telkom UniversityIndonesia 102 works
  9. 9 Tarumanagara UniversityIndonesia 100 works
  10. 10 Institut Agama Islam Negeri BengkuluIndonesia 95 works

Who are the leading researchers in Health, Technology, Consumer Behavior?

The most-cited researchers publishing on Health, Technology, Consumer Behavior include Hiroyasu Iso, Lawrence J. Appel and Miguel Ángel Martínez‐González.

  1. 1 Hiroyasu Iso Japan 124k citations
  2. 2 Lawrence J. Appel United States 100k citations
  3. 3 Miguel Ángel Martínez‐González Spain 88k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Health, Technology, Consumer Behavior?

The most cited paper in Health, Technology, Consumer Behavior is "Household availability of ultra-processed foods and obesity in nineteen European countries" (Carlos Augusto Monteiro, Jean‐Claude Moubarac, Renata Bertazzi Levy et al., 2017), with 574 citations. Next come "Ultra-Processed Food Consumption and the Incidence of Hypertension in a Mediterranean Cohort: The Seguimiento Universidad de Navarra Project" (501) and "What factors determining customer continuingly using food delivery apps during 2019 novel coronavirus pandemic period?" (477).

Most cited papers
#PaperReleasedCitations
1 Household availability of ultra-processed foods and obesity in nineteen European countries Carlos Augusto Monteiro, Jean‐Claude Moubarac, Renata Bertazzi Levy et al. · Public Health Nutrition Open access 17 Jul 2017 574
2 Ultra-Processed Food Consumption and the Incidence of Hypertension in a Mediterranean Cohort: The Seguimiento Universidad de Navarra Project Raquel de Deus Mendonça, Aline Cristine Souza Lopes, Adriano Marçal Pimenta et al. · American Journal of Hypertension 14 Oct 2016 501
3 What factors determining customer continuingly using food delivery apps during 2019 novel coronavirus pandemic period? Yuyang Zhao, Fernando Bação · International Journal of Hospitality Management Open access 9 Sep 2020 477
4 Ultra-processed food consumption among US adults from 2001 to 2018 Filippa Juul, Niyati Parekh, Eurídice Martínez Steele et al. · American Journal of Clinical Nutrition Open access 8 Sep 2021 392
5 Ultra-processed food consumption and risk of obesity: a prospective cohort study of UK Biobank Fernanda Rauber, Kiara Chang, Eszter Panna Vamos et al. · European Journal of Nutrition Open access 18 Oct 2020 307
All 100 most cited papers, with filters and sorting

Where is Health, Technology, Consumer Behavior research done?

The largest centres of Health, Technology, Consumer Behavior research in 2022-now are Jakarta (Indonesia), Surabaya (Indonesia), Bandung (Indonesia) and Makassar (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Sumedang Utara, Bandung and Bekasi.

Largest cities, 2022-now

  1. 1 JakartaIndonesia 1.3k works
  2. 2 SurabayaIndonesia 692 works
  3. 3 BandungIndonesia 659 works
  4. 4 MakassarIndonesia 574 works
  5. 5 MedanIndonesia 505 works
  6. 6 SemarangIndonesia 362 works
  7. 7 YogyakartaIndonesia 313 works
  8. 8 MalangIndonesia 261 works
  9. 9 DenpasarIndonesia 254 works
  10. 10 BogorIndonesia 221 works

Where it is the local speciality

  1. Sumedang UtaraID · 34.9 works56×
  2. Bandung71.9 works49×
  3. Bekasi23.7 works41×
  4. Semarang24.5 works41×
  5. BatamID · 142.9 works38×
  6. KebomasID · 29.7 works36×
  7. SitubondoID · 38.0 works31×
  8. SidoarjoID · 105.2 works26×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Health, Technology, Consumer Behavior than the world average.

See Health, Technology, Consumer Behavior on the map

Where is the best place to study Health, Technology, Consumer Behavior?

Among universities, judged by research, Binus University, Petra Christian University and Universitas Patria Artha 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%30%mean 14.64%fractional works in this field (log) →share of work in the world top 10% →Petra Christian Univ…Universitas Bhayangk…Binus UniversityUniversitas Patria A…
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1Binus UniversityIndonesia 70.416.8%24.4×108 +294.5%
2Petra Christian UniversityIndonesia 67.824.1%23.9×16 +60.9%
3Universitas Patria ArthaIndonesia 63.29.0%53.1×335 +167.0%
4Universitas Bhayangkara Jakarta RayaIndonesia 61.818.9%20.7×37 +527.0%
5University of National EducationIndonesia 61.410.2%89.0×94 +62.1%
6University of IndonesiaIndonesia 60.414.3%7.6×73 +124.6%
7Universitas Nusa BangsaIndonesia 60.012.1%29.9×107 +639.5%
8Mercu Buana UniversityIndonesia 59.714.4%27.4×76 +208.1%
9IPB UniversityIndonesia 59.714.5%9.2×42 +105.9%
10Universitas Negeri SurabayaIndonesia 59.612.1%10.6×64 +46.1%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Health, Technology, Consumer Behavior, country by country

Is Health, Technology, Consumer Behavior research growing?

Output in 2022-2025 was 202% higher than in 2018-2021, peaking in 2025. The fastest-growing topics are Health, Technology, Consumer Behavior.

still counting19801990200020102020
grewheldshrank

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

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Health, Technology, Consumer Behavior as a percentage of every work published that year, 0.032% in 2024.

still counting0.020%0.040%0.060%Health, Technology, Consumer Behavior0.055% in 202519801990200020102020

Fractional works of Health, Technology, Consumer Behavior over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Health, Technology, Consumer Behavior9.6% in 20252020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

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.

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