Assessing the Trustworthiness and Quality of Osteoporosis Information on TikTok and BiliBili: A Cross-Sectional Analysis
By
Siyuan Zhang
Xi Yang
Haowei Bai
Haohao Wang
Yao Chen
Pengyu Liu
Can Zhou
Hao Li
Min Zhang
May 20, 2026
Clinical Scorecard: Assessing the Trustworthiness and Quality of Osteoporosis Information on TikTok and BiliBili: A Cross-Sectional Analysis
At a Glance
Category Detail
Condition Osteoporosis Key Mechanisms Reduced bone mineral density and microstructural deterioration leading to increased bone fragility. Target Population Middle-aged and older adults. Care Setting Public health and online health communication platforms.
Key Highlights
Osteoporosis affects over two million individuals in Canada. Bone loss often progresses asymptomatically, leading to late diagnosis. Short-video platforms like TikTok and Bilibili are key for health information dissemination. Quality of online health information varies significantly across platforms. This study compares osteoporosis-related content on TikTok and Bilibili. Guideline-Based Recommendations
Diagnosis
Utilize routine clinical data for risk assessment. Consider machine learning models for screening. Management
Implement standardized treatment protocols post-diagnosis. Enhance public awareness for early intervention. Monitoring & Follow-up
Regularly assess treatment adherence and outcomes. Evaluate the effectiveness of online health communication strategies. Risks
Inaccurate online information may mislead the public. Failure to diagnose early can lead to increased fracture risk. Patient & Prescribing Data
Individuals at risk for or diagnosed with osteoporosis.
Focus on early intervention and adherence to treatment regimens.
Clinical Best Practices
Encourage the use of reliable online resources for health information. Promote interdisciplinary collaboration in osteoporosis management. Utilize technology to enhance screening and monitoring processes. Related Resources & Content
