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Review synthesizes social media data on hypertension patient perspectives and adherence factors across 12 countries

Review synthesizes social media data on hypertension patient perspectives and adherence factors acro…
Photo by National Cancer Institute / Unsplash
Key Takeaway
Note that emotional factors like worry and sadness are associated with adherence patterns in hypertension management.

This publication is a social media listening analysis review synthesizing patient perspectives on quality of life and antihypertensive medication adherence. Data were drawn from 86,368 posts across 12 predominantly high-income countries, with 81,368 posts from 11 core countries and 5,000 from China analyzed separately. The study utilized AI-enabled natural language processing to categorize unprompted patient experiences regarding living with hypertension.

The analysis found that 45% of posts mentioned at least one quality of life impact. Emotional balance impacts were reported in 28% of posts by individuals under 40 years versus 22% among those aged 40 and older. Work or education impacts were mentioned in 17% of posts by those under 40 years versus 12% in the 40+ age group.

Associations between specific factors and adherence were quantified using percentage scores derived from the social media data. Expressed worry, structured routines, home monitoring, and dietary changes were associated with stricter adherence, with scores of 62%, 79%, 77%, and 77% respectively. Conversely, sadness or depression, forgetfulness, side effects, and cost or insurance concerns were associated with inconsistent adherence, with scores of 71%, 79%, 73%, and 65% respectively.

The authors emphasize that causality is not explicitly established and associations are based on self-reported experiences. Limitations include the use of anonymized posts and the fact that this is not a clinical trial. The review reinforces the value of a holistic approach to patient care by highlighting the psychological and emotional impact of hypertension on adherence.

Study Details

Sample sizen = 81,368
EvidenceLevel 5
PublishedApr 2026
View Original Abstract ↓
Background: Chronic conditions such as hypertension can significantly disrupt daily life and emotional wellbeing. The interaction between patients' perceptions, adherence to antihypertensive medication and quality of life (QoL) remains underexplored outside structured clinical settings. Objectives: To capture unprompted patient perspectives and assess whether hypertension affects QoL and to investigate if patient reported experiences are associated with self-reported antihypertensive medication adherence. Methods: Social media listening (SML) study analyzing 86,368 anonymized posts from individuals with hypertension in 12 countries, collected between January 2022 and May 2024. Posts from 11 countries (n=81,368) were analyzed using artificial intelligence-enabled natural language processing. Posts from China (n=5,000) were analyzed separately using a harmonized framework. Quantitative and qualitative methods assessed variations by country, age, and gender, and associations between emotional expression and antihypertensive medication adherence. Results: Across the 11-country core sample, 45% of posts mentioned at least one QoL impact, most commonly worry/anxiety (11%). Impacts varied across countries. Among 8,096 posts with age identified, individuals <40 years reported emotional balance impacts in 28% of posts versus 22% among those aged 40+. Work/Education impacts were mentioned in 17% of posts by those <40 years vs 12% in 40+. Among 7968 posts explicitly referencing adherence, expressed worry was associated with stricter adherence (62% association score), as were structured routines (79% score), home monitoring (77%), dietary changes (77%), and exercise (71%). In contrast, sadness/depression was associated with inconsistent adherence (71%), as were forgetfulness (79%), side effects (73%), and cost/insurance concerns (65%). Conclusions: These results emphasize the importance of the psychological and emotional impact of hypertension, including on adherence to medication regimens, reinforcing the value of a holistic approach to patient care.
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