Bettina Grün

8.5k total citations · 2 hit papers
119 papers, 5.7k citations indexed

About

Bettina Grün is a scholar working on Marketing, Artificial Intelligence and Statistics and Probability. According to data from OpenAlex, Bettina Grün has authored 119 papers receiving a total of 5.7k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Marketing, 33 papers in Artificial Intelligence and 29 papers in Statistics and Probability. Recurrent topics in Bettina Grün's work include Environmental Education and Sustainability (28 papers), Bayesian Methods and Mixture Models (25 papers) and Environmental Sustainability in Business (21 papers). Bettina Grün is often cited by papers focused on Environmental Education and Sustainability (28 papers), Bayesian Methods and Mixture Models (25 papers) and Environmental Sustainability in Business (21 papers). Bettina Grün collaborates with scholars based in Austria, Australia and Slovenia. Bettina Grün's co-authors include Sara Dolničar, Kurt Hornik, Friedrich Leisch, Ljubica Knežević Cvelbar, Anna Hürlimann, Michael Hahsler, Emil Juvan, Achim Zeileis, Tatjana Miljkovic and Gertraud Malsiner‐Walli and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and Water Research.

In The Last Decade

Bettina Grün

111 papers receiving 5.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

topicmodels: AnRPackage for Fitting Topic Models

2011 732 citations Bettina Grün, Kurt Hornik profile →
topicmodels: An R Package for Fitting Topic Models

2011 257 citations Bettina Grün et al. profile →

Peers

Bettina Grün

SPS

MARKE

MMPL

Friedrich Leisch Austria

Theo K. Dijkstra Netherlands

Vincenzo Esposito Vinzi France

Galit Shmueli Taiwan

Michel Tenenhaus France

Mark Wilson United States

John H. Schuenemeyer United States

David V. Budescu United States

Ralph L. Keeney United States

William R. Dillon United States

Friedrich Leisch Austria

Bettina Grün

1.2k ×0.7

SPS

619 ×0.5

MARKE

276 ×0.3

MMPL

1.1k ×1.2

656 ×1.4

Citations per year, relative to Bettina Grün Bettina Grün (= 1×) peers Friedrich Leisch

Countries citing papers authored by Bettina Grün

Since Specialization

Citations

This map shows the geographic impact of Bettina Grün's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bettina Grün with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bettina Grün more than expected).

Fields of papers citing papers by Bettina Grün

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bettina Grün. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bettina Grün. The network helps show where Bettina Grün may publish in the future.

Co-authorship network of co-authors of Bettina Grün

This figure shows the co-authorship network connecting the top 25 collaborators of Bettina Grün. A scholar is included among the top collaborators of Bettina Grün based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bettina Grün. Bettina Grün is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Vávra, Jan, et al.. (2025). Seeded Poisson Factorization: leveraging domain knowledge to fit topic models. Knowledge-Based Systems. 327. 114116–114116.

Greene, Danyelle, et al.. (2025). Leveraging social norms and empathy to encourage sustainable air conditioning practices amongst hotel guests. Journal of Environmental Psychology. 108. 102811–102811.

Grün, Bettina, et al.. (2025). EcoShower: Estimating shower duration using non-intrusive multi-modal sensor data via LSTM and Gated Transformer models. Expert Systems with Applications. 277. 127202–127202. 1 indexed citations

Grün, Bettina, et al.. (2024). Identifying segment-specific barriers to ordering environmentally sustainable plant-based meat dishes in restaurants. Journal of Sustainable Tourism. 33(2). 333–356. 5 indexed citations

Hauer, Christoph, et al.. (2024). Wie problematisch sind Stauraumspülungen aus Sicht der Fischökologie? Ein Überblick mit Fokus auf eine fischökologische Fallstudie an der Unteren Möll. Österreichische Wasser- und Abfallwirtschaft. 76(11-12). 524–538.

Scharl, Theresa & Bettina Grün. (2024). A clustering procedure for three-way RNA sequencing data using data transformations and matrix-variate Gaussian mixture models. BMC Bioinformatics. 25(1). 90–90.

Karl, Marion, et al.. (2023). How can restaurants entice patrons to order environmentally sustainable dishes? Testing new approaches based on hedonic psychology and affective forecasting theory. Journal of Sustainable Tourism. 32(10). 2225–2244. 13 indexed citations

Grün, Bettina, et al.. (2021). Cognitive load reduction strategies in questionnaire design. International Journal of Market Research. 63(2). 125–133. 17 indexed citations

Ehrlich, Daniela, Gertraud Malsiner‐Walli, Bettina Grün, et al.. (2021). Lack of association between cortical amyloid deposition and glucose metabolism in early stage Alzheimer´s disease patients. Radiology and Oncology. 56(1). 23–31. 1 indexed citations

10.

Hajibaba, Homa, Bettina Grün, & Sara Dolničar. (2019). Improving the stability of market segmentation analysis. International Journal of Contemporary Hospitality Management. 32(4). 1393–1411. 29 indexed citations

11.

Cvelbar, Ljubica Knežević, Bettina Grün, & Sara Dolničar. (2019). “To Clean or Not to Clean?” Reducing Daily Routine Hotel Room Cleaning by Letting Tourists Answer This Question for Themselves. Journal of Travel Research. 60(1). 220–229. 45 indexed citations

12.

Dolničar, Sara, Ljubica Knežević Cvelbar, & Bettina Grün. (2016). Do Pro-environmental Appeals Trigger Pro-environmental Behavior in Hotel Guests?. Journal of Travel Research. 56(8). 988–997. 161 indexed citations

13.

Piccoli, Gabriele, Tsz-Wai Lui, & Bettina Grün. (2016). The impact of IT-enabled customer service systems on service personalization, customer service perceptions, and hotel performance. Tourism Management. 59. 349–362. 90 indexed citations

14.

Dolničar, Sara, Anna Hürlimann, & Bettina Grün. (2012). Water conservation behavior in Australia. Journal of Environmental Management. 105. 44–52. 118 indexed citations

15.

Grün, Bettina & Kurt Hornik. (2012). Modelling Human Immunodeficiency Virus Ribonucleic Acid Levels with Finite Mixtures for Censored Longitudinal Data. Journal of the Royal Statistical Society Series C (Applied Statistics). 61(2). 201–218. 5 indexed citations

16.

Dolničar, Sara & Bettina Grün. (2011). Three good reasons NOT to use factor-cluster segmentation. Research Online (University of Wollongong). 1054. 10 indexed citations

17.

Dolničar, Sara, Bettina Grün, Friedrich Leisch, & John R. Rossiter. (2011). Three good reasons NOT to use five and seven point Likert items. Research Online (University of Wollongong). 1050. 36 indexed citations

18.

Dolničar, Sara, Anna Hürlimann, & Bettina Grün. (2010). What affects public acceptance of recycled and desalinated water?. Water Research. 45(2). 933–943. 217 indexed citations

19.

Kindler, Jochen, Ursula F. Bailer, Martina de Zwaan, et al.. (2010). No association of the neuropeptide Y (Leu7Pro) and ghrelin gene (Arg51Gln, Leu72Met, Gln90Leu) single nucleotide polymorphisms with eating disorders. Nordic Journal of Psychiatry. 65(3). 203–207. 15 indexed citations

20.

Dolničar, Sara & Bettina Grün. (2007). User-friendliness of answer formats - an empirical comparison. WU Research. 15(1). 19–27. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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