Sinann Al Najem,1,2 Andreas Groll,3,4 Axel Schmermund,5,6 Bernd Nowak,5,6 Thomas Voigtländer,5,6 Ulrike Kaltenbach,5 Peter Dohmann,5 Dietrich Andresen,7 Jürgen Scharhag2,8 1German Heart Foundation, Frankfurt, Germany; 2Institute of Sports and Preventive Medicine, Saarbrücken, Germany; 3Chair of Statistics, Georg August University, Göttingen, Germany; 4Faculty of Statistics, Technical University Dortmund, Dortmund, Germany; 5Cardioangiologisches Centrum Bethanien Herzwerk, Frankfurt, Germany; 6Bethanien Krankenhaus, Cardioangiologisches Centrum Bethanien, Frankfurt, Germany; 7Lutheran Hospital Hubertus, Berlin, Germany; 8Outpatients’ Clinic for Prevention, Rehabilitation and Sports Medicine, Technical University of Munich, Munich, Germany Background: A total of 6,500 to 8,000 steps per day are recommended for cardiovascular secondary prevention. The aim of this research was to examine how many steps per day patients achieve during ambulant cardiac rehabilitation (CR), and if there is a correlation between the number of steps and physical and cardiological parameters. Methods: In all, 192 stable CR patients were included and advised for sealed pedometry. The assessed parameters included maximum working capacity and heart rate, body mass index (BMI), New York Heart Association (NYHA) class, ejection fraction (EF), coronary artery disease status, beta-blocker medication, age, sex, smoking behavior, and laboratory parameters. A regularized regression approach called least absolute shrinkage and selection operator (LASSO) was used to detect a small set of explanatory variables associated with the response for steps per day. Based on these selected covariates, a sparse additive regression model was fitted. Results: The model noted that steps per day had a strong positive correlation with maximum working capacity (P=0.001), a significant negative correlation with higher age (P=0.01) and smoking (smoker: P40: 6,077±1,567). Conclusion: Walking activity during CR is reduced in patients who are unfit, older, smoke, or used to smoke. In addition to training recommendations, estimated steps per day during CR could be seen as a baseline orientation that helps patients to stay generally active or even to increase activity after CR. Keywords: step recommendation, steps/day in cardiac patients, pedometer