Sample Bias in Web-Based Patient-Generated Health Data of Dutch Patients With Gastrointestinal Stromal Tumor: Survey Study: Survey Study

Anne Dirkson, Dide den Hollander, Suzan Verberne*, Ingrid Desar, Olga Husson, Winette T.A. van der Graaf, Astrid Oosten, Anna K.L. Reyners, Neeltje Steeghs, Wouter van Loon, Gerard van Oortmerssen, Hans Gelderblom, Wessel Kraaij

*Corresponding author for this work

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Abstract

Background: Increasingly, social media is being recognized as a potential resource for patient-generated health data, for example, for pharmacovigilance. Although the representativeness of the web-based patient population is often noted as a concern, studies in this field are limited. Objective: This study aimed to investigate the sample bias of patient-centered social media in Dutch patients with gastrointestinal stromal tumor (GIST). Methods: A population-based survey was conducted in the Netherlands among 328 patients with GIST diagnosed 2-13 years ago to investigate their digital communication use with fellow patients. A logistic regression analysis was used to analyze clinical and demographic differences between forum users and nonusers. Results: Overall, 17.9% (59/328) of survey respondents reported having contact with fellow patients via social media. Moreover, 78% (46/59) of forum users made use of GIST patient forums. We found no statistically significant differences for age, sex, socioeconomic status, and time since diagnosis between forum users (n=46) and nonusers (n=273). Patient forum users did differ significantly in (self-reported) treatment phase from nonusers (P=.001). Of the 46 forum users, only 2 (4%) were cured and not being monitored; 3 (7%) were on adjuvant, curative treatment; 19 (41%) were being monitored after adjuvant treatment; and 22 (48%) were on palliative treatment. In contrast, of the 273 patients who did not use disease-specific forums to communicate with fellow patients, 56 (20.5%) were cured and not being monitored, 31 (11.3%) were on curative treatment, 139 (50.9%) were being monitored after treatment, and 42 (15.3%) were on palliative treatment. The odds of being on a patient forum were 2.8 times as high for a patient who is being monitored compared with a patient that is considered cured. The odds of being on a patient forum were 1.9 times as high for patients who were on curative (adjuvant) treatment and 10 times as high for patients who were in the palliative phase compared with patients who were considered cured. Forum users also reported a lower level of social functioning (84.8 out of 100) than nonusers (93.8 out of 100; P=.008). Conclusions: Forum users showed no particular bias on the most important demographic variables of age, sex, socioeconomic status, and time since diagnosis. This may reflect the narrowing digital divide. Overrepresentation and underrepresentation of patients with GIST in different treatment phases on social media should be taken into account when sourcing patient forums for patient-generated health data. A further investigation of the sample bias in other web-based patient populations is warranted.

Original languageEnglish
Article numbere36755
JournalJMIR Formative Research
Volume6
Issue number12
DOIs
Publication statusPublished - Dec 2022

Bibliographical note

Funding Information:
This survey was partly funded by a research grant from Novartis (grant 006.18). AD is supported by a research grant from the Stichting Internet Domeinregistratie Nederland fund (grant 174054). DdH is supported by a research grant from the European Organisation for Research and Treatment of Cancer Quality of Life Group (grant 003-2018). The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results. The authors would like to thank Carla Fokkema-Vlooswijk and Esther Derksen-Peters for their support with the recruitment and data collection through Patient-Reported Outcomes Following Initial Treatment and Long-term Evaluation of Survivorship in the survey study.

Publisher Copyright:
©Anne Dirkson, Dide den Hollander, Suzan Verberne, Ingrid Desar, Olga Husson, Winette T A van der Graaf, Astrid Oosten, Anna K L Reyners, Neeltje Steeghs, Wouter van Loon, Gerard van Oortmerssen, Hans Gelderblom, Wessel Kraaij.

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