Scholar4AI Updated 2026-11-05 06:02 UTC+09:00

ECB SAFE survey

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data category: Firm surveys and census data · 0 papers in the last 7 days

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Surveys and administrative records of firms and plants, including private firms.

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Names searched for: Survey on the Access to Finance of Enterprises

Key findings#

  • From Nov 2023 to Oct 2026, 9 archived papers mentioned ECB SAFE survey in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (2).
  • ECB SAFE survey was mentioned in 1 paper in the last 30 days (2026-10-07 to 2026-11-05), ranking #165 of the 246 datasets mentioned.
  • By journal category: Economics (1).
  • Most of them appeared in Telecommunications Policy (1).
  • From 2017 to 2026 (so far), ECB SAFE survey was mentioned in 10 papers in the tracked journals, most of them in economics (5), management (2) and finance (2).
  • 2 of them were published in 2025, against 0 in 2017.
  • Since 2023, the institutions with the most of these papers were European Central Bank (2), Université Libre de Bruxelles (2) and Alexandru Ioan Cuza University (1).
  • The journals publishing most of them were Small Business Economics (2), Journal of Macroeconomics (1) and Telecommunications Policy (1).
  • The most-cited of them is “Sources of financing: Which ones are more effective in innovation–growth linkage?” (Economic Systems, 2024), with 40 citations.
  • Papers use ECB SAFE survey most often with Orbis (Bureau van Dijk) (3); it has 1 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
TrendNov 23–Oct 24Nov 24–Oct 25Nov 25–Oct 2636 months
4149

Papers per year#

2017: 0 papers2018: 0 papers2019: 0 papers2020: 0 papers2021: 0 papers2022: 0 papers2023: 1 paper2024: 4 papers2025: 2 papers2026 (so far): 3 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Economics0000001211
Management0000000101
Finance0000000101
Operations Research0000000010
All categories0000001423

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1European Central Bank2
2Université Libre de Bruxelles2
3Alexandru Ioan Cuza University1
4Atlantic Technological University1
5European Commission1
6European Stability Mechanism1
7Joint Research Center1
8National Research Council1
9Norwich Research Park1
10Politecnico di Milano1
Countries with the most papers, since 2023
#CountryPapers
1Italy4
2Belgium2
3Germany2
4Spain1
5United Kingdom1
6Ireland1
7Luxembourg1
8Qatar1
9Romania1
Keywords with the most papers, since 2023
#KeywordPapers
1small and medium-sized enterprises4
2European SMEs2
3Italian SMEs2
4access to credit2
5credit constraints2
6euro area2
7job creation2
8monetary policy transmission2
9unconventional monetary policy2
10EU member states1

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
1401.2Sources of financing: Which ones are more effective in innovation–growth linkage?Economic Systems2024-01-02Anabela Santos, Michele Cincera, Giovanni Cerulli
2391.2Impact of financial literacy, perceived access to finance, ICT use, and digitization on credit constraints: evidence from Qatari MSME importersFinancial Innovation2024-01-12Lanouar Charfeddine, Mohamed Ismail Umlai, Mazen El-Masri
3380.9ECB unconventional monetary policy and SME access to financeSmall Business Economics2023-02-18Marie Finnegan, Supriya Kapoor
4190.6European SMEs’ growth: the role of market-based finance and public financial supportSmall Business Economics2024-04-19Simone Boccaletti, Annalisa Ferrando, Emanuele Rossi et al.
550.4Creditworthiness of small and medium enterprises: a fuzzy decision-making approachComputational Management Science2025-11-13Gail Denisse Chamochumbi Diaz, Federica Palazzi, Laerte Sorini

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use ECB SAFE survey most often with Orbis (Bureau van Dijk) (3); it has 1 partners in the code and data network, in the group around World Development…, Eurostat, International Energy…. The whole network →

What papers use ECB SAFE survey together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
Orbis (Bureau van Dijk)Dataset384.4
Papers mentioning ECB SAFE survey in the last 30 days, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-15Institutional context and the employment effects of artificial intelligence in European SMEsTelecommunications PolicyAnabela Santos, Francesco MolicaUniversité Libre de Bruxelles
Cite this page

Scholar4AI. (2026). ECB SAFE survey. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/ecb-safe-survey

@misc{scholar4ai-datasets-ecb-safe-survey,
  author = {{Scholar4AI}},
  title = {ECB SAFE survey},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/ecb-safe-survey}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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