DOI 10. 36803/indojpmr. Indonesian Journal of Physical Medicine and Rehabilitation | Volume 14. Issue 02, 2025 ORIGINAL ARTICLE A Preliminary Analysis of Fatigue and Depressive Symptoms in Relation to Physical Activity Among Chronic Stroke Survivors Diah Saraswati1,2. Novitri1,2. Arisanti Farida 1,2. Ellyana Sungkar1,2. Marietta Shanti Prananta1,2 Department of Physical Medicine and Rehabilitation. Faculty of Medicine. Universitas Padjadjaran. Bandung. Indonesia Dr. Hasan Sadikin General Hospital. Bandung. Indonesia ABSTRACT Introduction: Depression and fatigue are common sequelae among chronic stroke survivors and may influence their physical activity levels. This preliminary study analysed associations between depressive symptoms, physical fatigue, and physical activity in chronic stroke patients. Methods: A preliminary cross-sectional study was conducted from January to May 2025 involving chronic stroke outpatients (Ou6 month. with Brunnstrom stage IVAeV and MoCA-Ina Ou24. Depression was assessed using the Indonesian-validated DASS-21, fatigue using the Fatigue Severity Scale (FSS), and physical activity using the Global Physical Activity Questionnaire (GPAQ). MannAeWhitney U tests compared low versus moderate activity groups, and SpearmanAos rho evaluated correlations (=0. Results: Fatigue scores were higher in the low-activity group . 8 A 13. compared with the moderate-activity group . 2 A 6. , showing a trend toward significance . = 0. Depression scores did not differ between groups . = 0. SpearmanAos analysis showed a moderate negative trend between fatigue and activity . ho = -0. 592, p = . , while depression demonstrated a weak non-significant association . ho=-0. 073, p=0. Conclusions: Physical fatigue showed a stronger trend toward lower activity levels than depressive symptoms, although associations were not statistically significant. Larger, adequately powered studies are needed to clarify these Keywords : Brunnstorm. Chronic. Depression. Fatigue. GPAQ. Physical. Rehabilitation. Stroke Correspondence Detail: Diah Saraswati Department of Physical and Rehabilitation Medicine. Faculty of Medicine. Universitas Padjadjaran. Bandung. Indonesia. Dr. Hasan Sadikin General Hospital Bandung. Indonesia Phone : 6282 162 50216 Email: ayaswati@gmail. A Indonesian Journal of Physical Medicine and Rehabilitation Ai Published by PP PERDOSRI This is an open access article under the CC - BY . ttp://creativecommons. org/licenses/by/4. 0/). Indonesian Journal of Physical Medicine and Rehabilitation | Volume 14. Issue 02, 2025 INTRODUCTION both physical and psychosocial determinants of 18,19 Stroke significantly impacts patients quality of life, particularly in the chronic phase, and remains a leading cause of disability worldwide. 1,2 In Indonesia, stroke prevalence is 12. 1 per 1,000 individuals, with many survivors entering a chronic phase characterized by psychosocial complications such as post-stroke depression (PSD) and post-stroke fatigue (PSF). Both PSF and PSD are frequently reported among stroke survivors and are known to impede participation and functional recovery. 5,6 Recent systematic reviews and cohorts . 1Ae2. report PSF prevalence of 30Ae50%, consistently linking it to lower mobility, endurance, participation, and quality of life, and in some studies predicting poorer long-term 7-10 Similarly. PSD affects 30Ae50% of survivors and is associated with reduced motivation, limited rehabilitation engagement, and increased mortality risk. 2,11 METHODS Prior research indicates that both PSD and PSF negatively correlate with motor function and quality of life. 12,13 Indonesian studies likewise report a substantial burden of PSD, with around 40% of chronic stroke patients demonstrating depressive symptoms that affect activities of daily living (ADL). Importantly, emerging evidence suggests that physical fatigue may exert a more pronounced impact on motor performance and daily functioning than depression 5,14 Despite the rehabilitation potential seen in chronic stroke survivors at Brunnstrom stages IVAeVAi where voluntary control and synergy reduction allow gainsAithe relationships between depression, physical fatigue, and physical activity in this subgroup remain poorly described in Indonesian populations. 4,15,16 This gap is particularly notable in Indonesia, where patients commonly experience delayed access to rehabilitation services, high variability in therapy intensity, and strong dependence on family caregivers factors that may uniquely influence the manifestation of fatigue, depressive symptoms, and activity levels compared with higher-resource settings. Subjects Evidence focusing on Indonesian chronic stroke survivors at Brunnstrom IVAeV remains particularly limited. 4,15,17 Given these contextual differences, examining whether fatigue plays a more dominant role than depression in shaping physical activity is especially relevant for Indonesian Therefore, this preliminary study aims to examine these relationships to establish early evidence for integrated rehabilitation strategies that address Design This research is a preliminary cross-sectional conducted from January to May 2025 at the Department of Physical Medicine and Rehabilitation. Dr. Hasan Sadikin General Hospital. Bandung. Indonesia. A cross-sectional approach was selected to examine associations between variables at a single time point, consistent with the exploratory nature of preliminary investigations. Ethics approved by the Health Research Ethics Committee. Faculty of Medicine Universitas Padjadjaran (Reference Number: DP. 03/D. XIV. 5/539/2. All participants provided written informed consent. Given its exploratory purpose and limited sample, this study was designed as a pilot feasibility study. The inclusion criteria were individuals aged 40 to 70 years, chronic stroke Ou 6 months. Brunnstrom stages IV-V for both upper and lower extremities. MOCA Ina score Ou24, able to communicate verbally , and willing to provide informed consent. The exclusion criteria includes major psychiatric comorbidity, recent botulinum toxin injection, musculoskeletal disorder or surgery in lower limb. total of 10 participants were selected through purposive sampling, appropriate for preliminary feasibility work where estimation rather than hypothesis testing is prioritized. Study Protocol and Data Collection Participants underwent a comprehensive evaluation by a physical medicine and rehabilitation specialist following the screening. Demographic information . ge, gende. was obtained through structured interviews. Depression was assessed using the validated Indonesian version of the DASS-21. Fatigue was evaluated using the Fatigue Severity Scale (FSS), with a cut-off >4 indicating moderate to severe 20 Physical activity levels were assessed using the Global Physical Activity Questionnaire (GPAQ), which estimates activity in MET-minutes per week and has been validated internationally, including in developing countries. A Indonesian Journal of Physical Medicine and Rehabilitation Ai Published by PP PERDOSRI This is an open access article under the CC - BY . ttp://creativecommons. org/licenses/by/4. 0/). 204 A Preliminary Analysis of Fatigue and Depressive Symptoms. Saraswati et al. , 2025 Data analysis Questionnaire (GPAQ), participants were categorized into two groups: 5 participants were low activity (<600 MET-minutes/wee. and 5 participants were moderate . -3000 MET-minutes/wee. significant age difference was seen between the groups . > 0. Mann-Whitney U tes. Data were analysed utilizing SPSS software Continuous variables were reported as mean A SD and categorical variables as frequencies. Normality was assessed using the ShapiroAeWilk test. Between-group comparisons were performed using the MannAeWhitney U test. Correlations were evaluated using SpearmanAos rho with 95% confidence intervals . ootstrap 1,000 resample. , and effect sizes . were provided where appropriate. As this study involved a small sample . selected for pilot feasibility, analyses were powered only for trend estimation rather than definitive inference. therefore require confirmation in larger samples. Table 2 presents a comparison between depressive and fatigue levels between groups. MannWhitney U tests indicated no significant differences for depressive symptoms . = 0. Fatigue scores were higher in the low-activity group . 8 A 13. compared with the moderate-activity group . , showing a near-significant trend . = 0. Although the mean fatigue score differed by 14. points between groups, the difference did not reach statistical significance, likely due to the small sample size characteristic of preliminary pilot studies. RESULTS The attributes of the study participants are shown in Table 1. This study included 10 people diagnosed with Brunnstrom stage IV-V. MoCA-Ina Ou24. The mean age of the participants was 59. 7 A 7. years, with a gender distribution of 30% female . and 70% male . All 5 individuals in the moderate-activity group were female, while the lowactivity group consisted of more males. This unequal sex distribution may influence between-group comparisons and should be interpreted with caution. According to the Global Physical Activity Table 3 summarizes the Spearman correlation analysis. Depression showed a weak and non-significant negative association with physical activity . ho = -0. 073, p = 0. Fatigue demonstrated a moderate negative trend with activity level . ho = -0. 592, p = 0. , although this also did not reach statistical significance. These findings are interpreted as exploratory trends requiring confirmation in larger sample. Table 1. Subject Characteristic Low Activity Variable Age . , . ean SD) Sex, n (%) Male Female . Moderate Activity . Table 2 Comparison of Depression and Physical Fatigue Scores Between Groups Variable Depression (DASS-. Fatigue (FSS) Low Activity . ean SD) Moderate Activity . ean SD) p-Value 2 4. 0,532 0,057 Indonesian Journal of Physical Medicine and Rehabilitation | Volume 14. Issue 02, 2025 Table 3. Spearman's Correlation Analysis between Depression. Physical Fatigue, and Activity Level Variable Depression (DASS-. Correlation Coefficient . p-Value Fatigue (FSS) DISCUSSION In this preliminary cohort of chronic stroke survivors, fatigue demonstrated a stronger, though non-significant, inverse association with physical activity levels (Spearman rho=-0. 592, p=0. compared to depression . ho=-0. 073, p=0. , which was clinically and statistically insignificant. 1,2 This pattern aligns with existing evidence showing that post-stroke fatigue (PSF) is more consistently associated with reduced mobility, endurance, participation, and overall quality of life than depressive symptoms. 7-9 Systematic reviews also highlight the high prevalence and persistent functional impact of PSF. 22 Although these findings resonate with prior literature, the present estimates remain imprecise due to the small sample size . = . , which likely limited the ability to detect statistically significant effects. The stronger association of fatigue with reduced activity levels compared to depression may reflect distinct neurobiological pathways including altered cortico-striatal processing and network dysconnectivity that sustain fatigue independent of mood symptoms. 10,23 Prior studies also report that PSF independently affects activities of daily living (ADL) in chronic stroke survivors. 5 However, because of the limited sample, our study cannot determine the relative causal influence of fatigue versus depression. causal inference can be drawn from this crosectional design. This study contributes preliminary evidence from an Indonesian chronic stroke population a group that often experiences delayed access to structured rehabilitation, variable therapy intensity, and high caregiver dependence. These contextual factors may modify how fatigue and depression interact with physical activity. Additionally, the focus on Brunnstrom IVAeV survivors, who have sufficient voluntary motor control to potentially increase activity levels, underscores a meaningful clinical subgroup where identifying whether fatigue exerts a greater functional impact than depression is particularly relevant for rehabilitation planning. Despite the non-significant trend, the prominence of fatigue over depression supports prioritizing PSF screening and management in clinical Evidence-based strategies, including sleep hygiene, graded aerobic and resistance training, pacing techniques, and psychoeducation, remain reasonable approaches, and early trials of CBT-informed programs show encouraging results. 19,24 The nonsignificant yet clinically meaningful trend emphasizes the importance of considering PSF as an early rehabilitation target even in chronic survivors, supporting the shift toward personalized rehabilitation. This pilot study, with n=10, a cross-sectional design, and reliance on interview-based physical activity (PA) metrics like the Global Physical Activity Questionnaire (GPAQ), is susceptible to recall and classification bias. 17 The small sample likely contributed to the near-significant fatigue p-value . = . , a common limitation in underpowered stroke 18 Future research should include adequately powered samples, objective PA measurement . , stratification by sex and clinical pre-registered longitudinal designs to clarify directionality. Ensuring the local validation of tools such as the Indonesian DASS-2115. GPAQ17, and IPAQ for stroke survivors16 may further improve measurement reliability. Strengths and Limitations The strengths of this analysis include its focus on chronic stroke survivors and the use of validated psychometric instruments like the GPAQ and DASS21. 15,17 However, limitations include the small sample size, cross-sectional design, and potential recall bias. These constraints are consistent with prior findings that small samples often fail to yield statistically significant results despite clinically relevant trends. Recommendations and Future Directions Future studies should involve larger sample sizes, employ objective PA measures, and incorporate longitudinal follow-up to better determine the interaction between PSF, depression, and physical A Indonesian Journal of Physical Medicine and Rehabilitation Ai Published by PP PERDOSRI This is an open access article under the CC - BY . ttp://creativecommons. org/licenses/by/4. 0/). 206 A Preliminary Analysis of Fatigue and Depressive Symptoms. Saraswati et al. , 2025 Incorporating community-based rehabilitation approaches, as supported by Indonesian studies,25 may also improve outcomes by targeting PSF more effectively. Eur Stroke J. :XX-XX. PMCID: PMC8948505. Usman JS. Gbiri CAO. Mogaji EO, et al. Relationships of post-stroke fatigue with mobility, recovery, performance, and participation-related outcomes: a systematic review and meta-analysis. Front Neurol. 15:1420443. Juyrez-Belaynde A. Soto-Leyn V. Dileone M, et al. Early post-stroke clinically significant fatigue predicts functional independence: a prospective longitudinal study. Front Neurol. 15:XX-XX. PMCID: PMC11197430. Kuppuswamy A. Billinger S. Coupland K, et Mechanisms of post-stroke fatigue: followup from the 3rd Stroke Recovery and Rehabilitation Roundtable. Neurorehabil Neural Repair. :52-61. Widjaja J. Musrifah A. Santoso D. Hubungan kualitas tidur dengan kelelahan pasca-stroke di Makassar. Kesehat Masyarakat. :45-52 Thilarajah S. Mentiplay BF. Bower KJ, et al. Factors associated with physical activity levels in chronic stroke survivors. Stroke. :1438-45. Pratiwi A. Susanti R. Hidayati N. Beban pengasuh dan dampaknya terhadap depresi pasca-stroke di Indonesia. J Keperawatan Indones. :23-30. Kusec A. Milosevic J. Murphy KJ, et al. Impact of sample size on detecting statistical significance in post-stroke fatigue studies. Brain Impair. :165-73. Kaloeti DVS. Ifdil I, et al. Validation and psychometric properties of the Indonesian DASS-21. BMC Psychiatry. 21:XX-XX. PMCID: PMC8197682. de Diego-Alonso C, et al. Validity and stability of the IPAQ in stroke survivors. Top Stroke Rehabil. Epub ahead of print. PMID: 39436814. Ribeiro M, et al. Reliability and validity of the Global Physical Activity Questionnaire (GPAQ) for MVPA and sedentary behavior. Percept Mot Skills. Epub ahead of print. Li Y. Zhang X. Chen G. Sample size considerations in stroke rehabilitation studies: A meta-analysis. Arch Phys Med Rehabil. :765-72. Ymer L. Gard G, et al. Cognitive-behavioural therapy for post-stroke fatigue and sleep disturbance: a pilot randomized controlled J Rehabil Med. Epub ahead of Sari N. Dewi R. Santoso A. Pentingnya CONCLUSION A reliminary findings suggest that physical fatigue appears to have a stronger association with lower physical activity levels than depression among chronic stroke survivors. However, these associations were not statistically significant and should be interpreted cautiously. Further confirmation in adequately powered and longitudinal studies is needed to clarify these relationships. ACKNOWLEDGEMENT We extend our gratitude to the nursing and physiotherapy teams at Dr. Hasan Sadikin Regional General Hospital for their assistance in data collection, as well as to all research participants for their valuable This study received internal funding from the Faculty of Medicine. Universitas Padjadjaran. REFERENCE