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Spreadsheets and End-User Computing

Spreadsheets and End-User Computing is a research topic within Software. Science Explorer counts 4.4k research works in it since 1950. 10.0% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on the intersection of end-user software engineering, meta-design, and trigger-action programming, with an emphasis on understanding and addressing spreadsheet errors, debugging techniques, gender considerations in programming, and the development of smart home and IoT applications. It also explores the socio-technical aspects of software development and the impact of end-user computing on various domains.

  • End-User Software Engineering
  • Meta-design
  • Trigger-Action Programming
  • Spreadsheet Errors
  • Debugging
  • Smart Home
  • Gender in Programming
  • Socio-Technical Systems
  • IoT Development
  • Spreadsheets
Research works
4.4k
fractional, since 1950
In the world top 10%
440
per year above
Top-10% rate
10.0%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+15%
the tick is no change
Largest producer
United States
48% of the 10 largest, 2022-now
Spreadsheets and End-User Computing

Which countries lead Spreadsheets and End-User Computing research?

By volume, the United States and the United Kingdom publish the most (269 and 53 works in 2022-now).

By volume, 2022-now

  1. 1 United States 269 works
  2. 2 United Kingdom 53 works
  3. 3 India 48 works
  4. 4 Germany 37 works
  5. 5 China 34 works
  6. 6 Italy 34 works
  7. 7 Brazil 23 works
  8. 8 Indonesia 22 works
  9. 9 Canada 20 works
  10. 10 Australia 15 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.

United States: 48.4%United Kingdom: 9.6%India: 8.7%Germany: 6.7%6 others listed: 26.6%48%largest
United States269 · 48.4%United Kingdom53 · 9.6%India48 · 8.7%Germany37 · 6.7%6 others listed148 · 26.6%

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

Which institutions lead Spreadsheets and End-User Computing research?

By volume in 2022-now, American Society of Genealogists publishes the most Spreadsheets and End-User Computing research, followed by University of Cambridge and Royal Free London NHS Foundation Trust.

Who are the leading researchers in Spreadsheets and End-User Computing?

The most-cited researchers publishing on Spreadsheets and End-User Computing include Thomas L. Saaty, Eric R. Ziegel and Qiang Yang.

  1. 1 Thomas L. Saaty United States 122k citations
  2. 2 Eric R. Ziegel Germany 111k citations
  3. 3 Qiang Yang China 106k 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 Spreadsheets and End-User Computing?

The most cited paper in Spreadsheets and End-User Computing is "Factorial Sampling Plans for Preliminary Computational Experiments" (Max D. Morris, 1991), with 2,654 citations. Next come "Power to the People: The Role of Humans in Interactive Machine Learning" (1,074) and "Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts" (892).

Most cited papers
#PaperReleasedCitations
1 Factorial Sampling Plans for Preliminary Computational Experiments Max D. Morris · Technometrics May 1991 2,654
2 Power to the People: The Role of Humans in Interactive Machine Learning Saleema Amershi, Maya Çakmak, W. Bradley Knox et al. · AI Magazine Open access Dec 2014 1,074
3 Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts J.D. Zamfirescu-Pereira, Richmond Y. Wong, Bjoern Hartmann et al. Conference paperOpen access 19 Apr 2023 892
4 Lowering the barriers to programming Caitlin L. Kelleher, Randy F. Pausch · ACM Computing Surveys Jun 2005 887
5 Case-Based Reasoning Research and Development Thiago Homem, Danilo H. Perico, P V Souza dos Santos et al. · Lecture notes in computer science Conference paper 2016 773
All 100 most cited papers, with filters and sorting

Where is Spreadsheets and End-User Computing research done?

The largest centres of Spreadsheets and End-User Computing research in 2022-now are Sharon (United States), London (United Kingdom), Ipswich (United Kingdom) and Pittsburgh (United States). Among places with at least 20 works in it, it is an unusually large share of all research in Sharon.

Largest cities, 2022-now

  1. 1 SharonUnited States 51 works
  2. 2 LondonUnited Kingdom 18 works
  3. 3 IpswichUnited Kingdom 11 works
  4. 4 PittsburghUnited States 8 works
  5. 5 BeijingChina 8 works
  6. 6 New YorkUnited States 7 works
  7. 7 BostonUnited States 7 works
  8. 8 Los AngelesUnited States 7 works
  9. 9 PisaItaly 6 works
  10. 10 SingaporeSingapore 6 works

Where it is the local speciality

  1. SharonUS · 50.7 works617×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Spreadsheets and End-User Computing than the world average.

See Spreadsheets and End-User Computing on the map

Where is the best place to study Spreadsheets and End-User Computing?

Among universities, judged by research, University of Cambridge 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.

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
1University of CambridgeUnited Kingdom 10.03.8%14.1×12 +142.8%

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 Spreadsheets and End-User Computing, country by country

Is Spreadsheets and End-User Computing research growing?

Output in 2022-2025 was 15% higher than in 2018-2021, peaking in 2026. The fastest-growing topics are Spreadsheets and End-User Computing.

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 Spreadsheets and End-User Computing as a percentage of every work published that year, 0.0024% in 2024.

still counting0.0050%0.010%Spreadsheets and End-User Computing0.0035% in 202519801990200020102020

Fractional works of Spreadsheets and End-User Computing 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%Spreadsheets and End-User Computing10.4% in 2025200020102020

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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