This study was planned as a single-blind, randomized controlled, pilot trial. It was approved by the Ankara University Faculty of Medicine Ethics Committee and was conducted in accordance with the Declaration of Helsinki. Stroke patients who were hospitalized for inpatient rehabilitation at the Ankara University Faculty of Medicine, Cebeci Research and Application Hospital, Physical Medicine and Rehabilitation Clinic from December 2012 to March 2014, were assessed to determine their eligibility for the study. All patients were diagnosed with stroke by a neurologist according to World Health Organization stroke definition and confirmed by neuroimaging (computed tomography or magnetic resonance imaging). All patients who fulfilled the inclusion criteria received a detailed explanation of the study and written informed consent was obtained from all participants prior to enrollment. Patient characteristics were collected at baseline including socio-demographic features (age, gender, marital status, educational level, vocation), stroke type, time from stroke onset to enrollment, affected side, handedness, comorbid conditions, spasticity grade (according to Modified Ashworth Scale) and motor recovery stages according to Brunnstrom Motor Assessment Scale (BMAS). Affected upper extremity was examined using the Box and Blocks Test (BBT) and the Wolf Motor Function Test (WMFT). Baseline level of functional independence was assessed using the Functional Independence Measure (FIM). Participants were randomly allocated to two groups; the experimental group and the control group. Both the experimental group and the control group received a conventional rehabilitation program for 4 weeks (60 minutes/day, 5 days/week). The experimental group underwent an additional training with the Xbox Kinect™ for 4 weeks (60 minutes/day, 5 days/week). The primary outcome measures of this pilot study are related to feasibility and safety of the Xbox Kinect™ in subacute stroke rehabilitation. Treatment attendance ratio, which is the proportion of the completed training time to the planned training time, was used as the primary feasibility outcome. The treatment attendance ratios were calculated for three different measurements: total training time, training time per session and the number of sessions. In addition, the result obtained from patient feedback survey was also used as a feasibility outcome. The ratio of patients who had adverse events related to the intervention or any serious adverse event during the study was defined as the primary safety outcome. Rating of perceived exertion measured according to the Borg 10 Point Scale was also used as a safety outcome. To determine the efficacy of the intervention, BBT, WMFT, FIM, BMAS were used as secondary outcome measures. Mean, standard deviation, median, min-max and percentile values were calculated for the socio-demographic and clinical features, primary and secondary outcome measures by descriptive statistics. The Shapiro-Wilk test was used for normality testing. The Wilcoxon signed rank test was used to evaluate differences within groups. The Mann Whitney U test was used to evaluate differences between groups. P value of less than .05 was considered as statistically significant.