Matthias Klee

Doctoral researcher

Department Department of Social Sciences
Postal Address Université du Luxembourg
Maison des Sciences Humaines
11, Porte des Sciences
L-4366 Esch-sur-Alzette
Campus Office MSH, E04 25-150
Email
Telephone (+352) 46 66 44 5161

Matthias Klee joined the Institute for Research on Socio-Economic Inequalities in October 2020. He is part of the ERC funded project Cognitive Ageing: From Educational Opportunities to Individual Risk Profiles.

Within his PhD, Matthias applies statistical learning methods to investigate modifiable social and behavioral risk factors of cognitive decline. The project aims at deriving individual risk profiles for cognitive decline from a life course perspective and is supervised by Professor Anja Leist.

Matthias obtained his Master’s degree in Psychology from Heidelberg University in September 2020. His thesis A picture is worth 1000 words: Capturing promotion and prevention focus through linguistic word count dealt with the validation of NLP-based extractions of psychological features from written text.

Main research interests

  • decision-making and behavioral change
  • persuasion, resilience, attribution
  • healthy ageing (i.e. cognitive function and dementia)
  • applying quantitative methodology (i.e. statistical learning) in health psychology

Last updated on: Wednesday, 24 March 2021

Download Matthias's full CV.



Last updated on: 15 Jul 2021

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2022

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See detailCountry-level Variation of Dementia Prevalence in Europe - Comparing OECD and SHARE Data
Klee, Matthias; Langa, Kenneth, M.; Leist, Anja

Presentation (2022, July 07)

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See detailMapping of machine learning approaches for description, prediction, and causal inference in the social and health sciences
Leist, Anja; Klee, Matthias; Kim, Jung Hyun; Rehkopf, David; Bordas, Stéphane; Muniz-Terrera, Graciela; Wade, Sarah

in Science Advances (2022), 8

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2021

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See detailMachine learning in the social and health sciences
Leist, Anja; Klee, Matthias; Kim, Jung Hyun; Rehkopf, David; Bordas, Stéphane; Muniz-Terrera, Graciela; Wade, Sara

E-print/Working paper (2021)

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See detailWhich demographic and socio-economic factors are associated with vaccination willingness and beliefs towards vaccination? Rapid report with first results
Leist, Anja; Klee, Matthias; Paccoud, Ivana; Pauly, Laure; Ghosh, Soumyabrata; Fritz, Joëlle; O Sullivan, Marc Paul; Rommes, Basile; Wilmes, Paul; Krüger, Rejko; CON-VINCE Consortium

Report (2021)

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