The DOI matches its Crossref record.
Measuring Bubble Expectations and Investor Confidence
Open accessAbstract
This paper presents evidence on two types of investor attitudes that change in important ways through time, with important consequences for speculative markets. The paper explores changes in bubble expectations and investor confidence among institutional investors in the U.S. stock market at six-month intervals for the period 1989 to 1998 and for individual investors at the start and end of this period. Based on the results of the questionnaires administered during the period, the author develops specific time-series indicators for each of the following: a speculative bubble (an unstable situation with expectations for a increase in the short term only), a negative speculative bubble (an unstable situation with expectations for a downturn in the short term only), and investor confidence (a feeling that nothing can go wrong). Using the indicators, the author produces indexes indicating the average percentage of the population at a given time with bubble expectations, negative bubble expectations, and investor confidence, respectively. The paper examines the behavior of indicators and indexes through time and compares the indexes with
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cited by
Investor Psychology and Asset Pricing
(2001) · The Journal of Finance · doi:10.1111/0022-1082.00379 · Cited by 2,357
Prospect Theory and Asset Prices
Barberis, N., Huang, M., & Santos, T. (2001) · The Quarterly Journal of Economics · doi:10.1162/003355301556310 · Cited by 1,895
From efficient markets theory to behavioral finance
Shiller, R. J. (2003) · Journal of Economic Perspectives · doi:10.1257/089533003321164967 · Cited by 1,835
Self-citationInvestor psychology in capital markets: evidence and policy implications
Daniel, K., Hirshleifer, D., & Teoh, S. H. (2002) · Journal of Monetary Economics · doi:10.1016/s0304-3932(01)00091-5 · Cited by 759
Good Day Sunshine: Stock Returns and the Weather
Hirshleifer, D. A., & Shumway, T. (2001) · SSRN Electronic Journal · doi:10.2139/ssrn.265674 · Cited by 513
Metadata
- Authors
- Shiller, R.
- Venue
- National Bureau of Economic Research
- Publisher
- National Bureau of Economic Research
- Published
- 1999-03
- OpenAlex
- W3021264306
- Cited by
- 213
- References
- 0
- Type
- report
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Measuring Bubble Expectations and Investor Confidence. https://app.cochat.ai/papers/10.3386/w7008
- The paper
- Shiller, R. (1999). Measuring Bubble Expectations and Investor Confidence. National Bureau of Economic Research. https://doi.org/10.3386/w7008
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.