D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Social Sciences and Humanities D-index 34 Citations 8,885 69 World Ranking 3200 National Ranking 1660

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Law
  • Microeconomics

His primary areas of study are Heuristics, Artificial intelligence, Actuarial science, Default and Inference. His research on Artificial intelligence focuses in particular on Recognition heuristic. Simple, Robustness and Econometrics is closely connected to Ecological rationality in his research, which is encompassed under the umbrella topic of Recognition heuristic.

His work investigates the relationship between Actuarial science and topics such as Consumer behaviour that intersect with problems in Cognitive bias and Autonomy. His Default study integrates concerns from other disciplines, such as Nudge theory, Experimental psychology and Donation. In his study, Mathematical economics, Rationality, Satisficing and Bounded rationality is inextricably linked to Take-the-best heuristic, which falls within the broad field of Inference.

His most cited work include:

  • Reasoning the fast and frugal way: models of bounded rationality. (2433 citations)
  • Do Defaults Save Lives (1180 citations)
  • Models of ecological rationality: the recognition heuristic. (942 citations)

What are the main themes of his work throughout his whole career to date?

Actuarial science, Artificial intelligence, Default, Heuristics and Recognition heuristic are his primary areas of study. His research integrates issues of Loss aversion and Consumer behaviour in his study of Actuarial science. His Artificial intelligence study combines topics in areas such as Machine learning, Counterintuitive and Simple.

His study in Default is interdisciplinary in nature, drawing from both Donation and Consumer choice. His Heuristics research incorporates themes from Theoretical computer science and Heuristic. His Recognition heuristic study also includes

  • Inference together with Ignorance,
  • Ecological rationality together with Simulation heuristic.

He most often published in these fields:

  • Actuarial science (24.67%)
  • Artificial intelligence (17.33%)
  • Default (22.67%)

What were the highlights of his more recent work (between 2016-2021)?

  • Artificial intelligence (17.33%)
  • Machine learning (10.00%)
  • Quality (6.67%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Artificial intelligence, Machine learning, Quality, Work and Judicial opinion. His Artificial intelligence study frequently draws parallels with other fields, such as Contrast. His work carried out in the field of Machine learning brings together such families of science as Test, Simple and Counterintuitive.

His work deals with themes such as Linear model, Predictive modelling, Construct, Heuristics and Focus, which intersect with Simple. His research in Quality intersects with topics in Numeracy and Cognitive psychology. His Judicial opinion research is multidisciplinary, relying on both Counterfactual thinking, Causal inference, Statistical model, Random forest and Decision rule.

Between 2016 and 2021, his most popular works were:

  • Manipulating and Measuring Model Interpretability (149 citations)
  • Simple rules for complex decisions (31 citations)
  • Process-tracing methods in decision making: on growing up in the 70s (28 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Reasoning the fast and frugal way: models of bounded rationality.

Gerd Gigerenzer;Daniel G. Goldstein.
Psychological Review (1996)

4269 Citations

Do Defaults Save Lives

Eric J. Johnson;Daniel Goldstein.
Science (2003)

1958 Citations

Models of ecological rationality: the recognition heuristic.

Daniel G. Goldstein;Gerd Gigerenzer.
Psychological Review (2002)

1878 Citations

Beyond nudges: Tools of a choice architecture

Eric J. Johnson;Suzanne B. Shu;Benedict G. C. Dellaert;Craig Fox.
Marketing Letters (2012)

727 Citations

INCREASING SAVING BEHAVIOR THROUGH AGE-PROGRESSED RENDERINGS OF THE FUTURE SELF.

Hal E . Hershfield;Daniel G . Goldstein;William F . Sharpe;Jesse Fox.
Journal of Marketing Research (2011)

657 Citations

The recognition heuristic: How ignorance makes us smart

Daniel G. Goldstein;Gerd Gigerenzer.
(1999)

482 Citations

Asymmetric Discounting in Intertemporal Choice A Query-Theory Account

Elke Weber;Eric Johnson;Kerry Milch;Hannah H. Chang.
Psychological Science (2007)

443 Citations

The structure of online diffusion networks

Sharad Goel;Duncan J. Watts;Daniel G. Goldstein.
electronic commerce (2012)

434 Citations

Betting on one good reason : The Take the Best heuristic

Gerd Gigerenzer;Daniel G. Goldstein.
(1999)

421 Citations

How good are simple heuristics

Jean Czerlinski;Gerd Gigerenzer;Daniel G. Goldstein.
(1999)

372 Citations

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