Health Psychology Research / HPR / Online First / DOI: 10.14440/hpr.0277
RESEARCH ARTICLE

Reported Behaviors of Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease: A Key to Improving Communication

Andreas Geier1 Jörn M. Schattenberg2 Andreas Teufel3,4 Rainer Günther5 Alisan Kahraman6 Ali Canbay7 Wolf Peter Hofmann8 Imad Maatouk9 Heide Möller-Slawinski10 Paula Niessing11 Achim Kautz11 Diane Langenbacher11*
Show Less
1 Department of Internal Medicine II, University Hospital Würzburg, Würzburg 97080, Bayern, Germany
2 Department of Internal Medicine II, University Hospital Saarland, Homburg/Saar 66421, Saarland, Germany
3 Division of Hepatology, Division of Clinical Bioinformatics, Department of Internal Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim 68167, Baden-Württemberg, Germany
4 Clinical Cooperation Unit Healthy Metabolism at CPD, Centre for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim 68167, Baden Württemberg, Germany
5 Department of Internal Medicine I, University Hospital Schleswig-Holstein, Kiel 24105, Schleswig-Holstein, Germany
6 Department of Internal Medicine, Max Grundig Klinik, Bühl 77815, Baden-Württemberg, Germany
7 Department of Internal Medicine, University Hospital, Knappschaftskrankenhaus, Ruhr University Bochum, Bochum 44892, Nordrhein-Westfalen, Germany
8 MVZ Gastroenterology Bayerischer Platz Gastroenterology Medical Care Center, Berlin 10825, Germany
9 Division of Psychosomatic Medicine, Department of Internal Medicine II, University Hospital Würzburg, Würzburg 97080, Bayern, Germany
10 SINUS Markt- und Sozialforschung GmbH, Heidelberg 69115, Germany
11 Kautz5 gUG, Köln 51143, Germany
Submitted: 26 August 2025 | Revised: 30 September 2025 | Accepted: 27 October 2025 | Published: 6 March 2026
© 2026 by the Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC-by the license) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Background

Metabolically dysfunction-associated steatotic liver disease (MASLD) is an increasing public health issue globally.

Objective

This study is the first to explore the detailed behavioral characteristics of patients with MASLD by categorizing them into groups of like-minded individuals, based on similar lifestyle preferences, values, social standing, communication patterns, and consumption behaviors.

Methods

A total of 2,420 anonymized questionnaires were distributed to diagnosed MASLD patients, with 527 responses collected, yielding a 22% response rate. The validated Sinus Institute methodology was extended with a set of investigator-generated questions assessing disease knowledge, comorbidities, and clinically relevant lifestyle patterns within the cohort.

Results

The cohort aligns well with existing clinical data. Compared with the general population, MASLD is overrepresented in the consumer-hedonistic (11% vs. 8%), post-materialist (16% vs. 12%), and conservative-upscale milieu (15% vs. 11%). Notable findings were observed in subpopulations: obesity was the highest in the precarious milieu (23%), type 2 diabetes in the consumer-hedonistic milieu (50%), and hypertension in the traditional milieu (75%).

Conclusion

Metabolic dysfunction-associated steatotic liver disease occurs across all milieus and social classes; however, certain milieus appear particularly relevant and may warrant targeted communication strategies to support sustainable lifestyle changes. Further studies are needed to validate this approach in clinical settings and to determine whether improved, tailored communication enhances adherence to lifestyle interventions and improves clinical outcomes.

Keywords
Type 2 diabetes mellitus
Public health
Lifestyle
Communication
Obesity
Social class
Liver diseases
Surveys and questionnaires
Funding
This work was supported by the unrestricted grants from Gilead Sciences GmbH, NovoNordisk Pharma GmbH, and Pfizer Pharma GmbH.
Conflict of interest
All authors declare no conflicts of interest.
References
  1. Estes C, Anstee QM, Arias-Loste MT, et al. Modelling NAFLD disease burden in China, France, Germany, Italy, Japan, Spain, United Kingdom, and United States for the period 2016-2030. J Hepatol. 2018;69(4):896-904. doi: 10.1016/j.jhep.2018.05.036

 

  1. Tacke F, Horn P, Wai-Sun Wong V et al. EASLEASD- EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). J Hepatol. 2024;81(3):492-542. doi: 10.1016/j.jhep.2024.04.031

 

  1. Geier A, Rinella ME, Balp MM, et al. Real-World Burden of Nonalcoholic Steatohepatitis. Clin Gastroenterol Hepatol. 2021;19(5):1020-1029. e7. doi: 10.1016/j.cgh.2020.06.064

 

  1. Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797-1835. doi: 10.1097/HEP.0000000000000323

 

  1. van der Gaag M, Heijmans M, Spoiala C, Rademakers J. The importance of health literacy for self-management: A scoping review of reviews. Chronic Illn. 2022;18(2):234-254. doi: 10.1177/17423953211035472

 

  1. Oldenburg B. Preventing chronic disease and improving health: broadening the scope of behavioral medicine research and practice. Int J Behav Med. 2002;9(1):1-16. doi: 10.1207/s15327558ijbm0901_01

 

  1. Barth B, Flaig BB, Schäuble N, Tautscher Meds. The Sinus-Milieus® model in practice: Present and future of a modern social and target group model [in German]. Springer; 2018.

 

  1. Kleineberg-Massuthe H, Papst L, Bassler M, Köllner V. Milieu-specific differences in symptom severity and treatment outcome in psychosomatic rehabilitation in Germany. Front Psychiatry. 2023;14:1198146. doi: 10.3389/fpsyt.2023.1198146

 

  1. Use of Milieu Indicator. Sinus Institute.Available from: https://www.sinus-institut.de/expertise [Last accessed on 2025 July 12].

 

  1. Möller-Slawinski H. Sinus-Milieus® and Health: Concepts, Findings, Perspectives [in German]. Psychosoziale und Medizinische Rehabilitation. 2023;365:21-28.

 

  1. Teufel A, Geier A, Sarrazin C, et al. Intersectoral management of patients with abnormal liver enzymes and non-alcoholic fatty liver disease (NAFLD) [in German]. Z Gastroenterol. 2023;61(8):1028-1036. doi:10.1055/a-1957-5671

 

  1. Labenz C, Arslanow A, Nguyen-Tat M, et al. Structured Early detection of Asymptomatic Liver Cirrhosis: Results of the population- based liver screening program SEAL. J Hepatol. 2022;77(3):695-701. doi: 10.1016/j.jhep.2022.04.009

 

  1. Niederau C, Fischer C, Kautz A. Socioeconomic characteristics, quality of life and level of knowledge among patients with hepatitis B virus infection in Germany [in German]. Z Gastroenterol. 2007;45(5):355-368. doi:10.1055/s-2007-963102

 

  1. Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. J Hepatol. 2023;79(6):1542-1556. doi: 10.1016/j.jhep.2023.06.003

 

  1. Kim D, Wijarnpreecha K, Cholankeril G, Ahmed A. Metabolic dysfunction-associated steatotic liver disease and all-cause/cause-specific mortality among adults in the United States. J Hepatol. 2024;80(2):e79-e81. doi: 10.1016/j.jhep.2023.09.014

 

  1. Washington TB, Johnson VR, Kendrick K, et al. Disparities in Access and Quality of Obesity Care. Gastroenterol Clin North Am. 2023;52(2):429-441. doi: 10.1016/j.gtc.2023.02.003

 

  1. Koutny F, Aigner E, Datz C, et al. Relationships between education and non-alcoholic fatty disease. Eur J Intern Med. 2023;118:98-107. doi: 10.1016/j.ejim.2023.07.039

 

  1. Tang M, Liu M, Zhang Y, Xie R. Association of family income to poverty ratio and vibration-controlled transient elastography quantified degree of hepatic steatosis in U.S. adolescents. Front Endocrinol (Lausanne). 2023;14:1160625. doi: 10.3389/fendo.2023.1160625

 

  1. El-Sayed AM, Scarborough P, Galea S. Unevenly distributed: a systematic review of the health literature about socioeconomic inequalities in adult obesity in the United Kingdom. BMC Public Health. 2012;12(1):18. doi: 10.1186/1471-2458-12-18

 

  1. Hoebel J, Kuntz B, Kroll LE, et al. Socioeconomic Inequalities in the Rise of Adult Obesity: A Time-Trend Analysis of National Examination Data from Germany, 1990-2011. Obes Facts. 2019;12(3):344-356. doi: 10.1159/000499718

 

  1. Wippermann C, Möller-Slawinski H, Arnold N, Borchard P, Marx P. Equal opportunities in the healthcare system [in German]. 1st ed. VS Verlag für Sozialwissenschaften, Springer Fachmedien Wiesbaden GmbH; 2011.

 

  1. Vilar-Gomez E, Nephew LD, Vuppalanchi R, et al. High-quality diet, physical activity, and college education are associated with low risk of NAFLD among the US population. Hepatology. 2022;75(6):1491-1506. doi: 10.1002/hep.32207

 

  1. Krüger K, Oedingen C, Kautz A, et al. Lifestyle interventions for patients with non-alcoholic steato-hepatitis–Design, rationale and protocol of the study “target group-specific optimisation of lifestyle interventions for behavior change in non-alcoholic steato-hepatitis (OPTI-NASH)”. PLoS One. 2023;18(7):e0288905. doi: 10.1371/journal.pone.0288905

 

  1. Gesellschaft für integrierte Kommunikationsforschung mbh & Co. KG. Best4planning 2023 – Counting via online database tool [in German]. Available from: https://gik.media/best-4-planning/ [Last accessed on 2024 May 15]

 

  1. Grote Westrick M. Decide together [in German]. In: Daten, Analysen, Perspektiven. No. 4. Bertelsmann Stiftung; 2018. Available from: www.bertelsmann-stiftung.d e / f i l e a d m i n / f i l e s / B S t / P u b l i k a t i o n e n /G r a u e P u b l i k a t i o n e n / V V _ S p o t G e s _Gemeinsam_entscheiden_final.pdf.

 

  1. Lofland JH, Johnson PT, Ingham MP, Rosemas SC, White JC, Ellis L. Shared decision-making for biologic treatment of autoimmune disease: influence on adherence, persistence, satisfaction, and health care costs. Patient Prefer Adherence. 2017;11:947-958. doi: 10.2147/PPA.S133222

 

  1. Lippke S, Renneberg B. Theories and models of health behavior [in German]. In: Gesundheitspsychologie. 2006:35-42.

 

  1. Fuchs R. The motivational volition concept [in German]. Public Health Forum. 2013;21(2):32-34. doi: 10.1016/j.phf.2013.03.004
Share
Back to top
Health Psychology Research, Electronic ISSN: 2420-8124 Published by Health Psychology Research