From Nov 2023 to Oct 2026, 16 archived papers mentioned AAII sentiment 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).
No paper of the tracked journals mentioned AAII sentiment survey in the last 30 days (2026-10-07 to 2026-11-05).
From 2017 to 2026 (so far), AAII sentiment survey was mentioned in 17 papers in the tracked journals, most of them in AI (9), finance (6) and management (1).
2 of them were published in 2025, against 0 in 2017.
Since 2023, the institutions with the most of these papers were University of Technology Sydney (8), Agency for Science, Technology and Research (2) and Northwestern University (2).
The journals publishing most of them were IEEE Transactions on Pattern Analysis and Machine Intelligence (5), Research in International Business and Finance (2) and International Review of Economics & Finance (2).
The most-cited of them is “Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review” (IEEE Transactions on Fuzzy Systems, 2024), with 125 citations.
Papers use AAII sentiment survey most often with S&P 500 (6), Baker-Wurgler investor sentiment (5) and Twitter / X (4); it has 7 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.
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)
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.
Papers use AAII sentiment survey most often with S&P 500 (6), Baker-Wurgler investor sentiment (5) and Twitter / X (4); it has 7 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat. The whole network →
What papers use AAII sentiment survey together with (at least 3 papers; lift 1 = chance)
Scholar4AI. (2026). AAII sentiment survey. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/aaii-sentiment-survey
@misc{scholar4ai-datasets-aaii-sentiment-survey,
author = {{Scholar4AI}},
title = {AAII sentiment survey},
year = {2026},
howpublished = {\url{https://scholar4ai.com/datasets/aaii-sentiment-survey}},
urldate = {2026-11-05},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).