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评估一个独立的非商业性医学信息搜索引擎的可接受性和可用性:横断面问卷调查研究及用户行为跟踪分析

Evaluating the Acceptance and Usability of an Independent, Noncommercial Search Engine for Medical Information: Cross-Sectional Questionnaire Study and User Behavior Tracking Analysis.

作者信息

Specht Lisa, Scheible Raphael, Boeker Martin, Farin-Glattacker Erik, Kampel Nikolas, Schmölz Marina, Schöpf-Lazzarino Andrea, Schulz Stefan, Schlett Christian, Thomczyk Fabian, Voigt-Radloff Sebastian, Wegner Constanze, Wollmann Katharina, Maun Andy

机构信息

Institute of General Practice, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.

Institute of Artificial Intelligence and Informatics in Medicine, Chair of Medical Informatics, University Hospital rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany.

出版信息

JMIR Hum Factors. 2025 Jan 23;12:e56941. doi: 10.2196/56941.

DOI:10.2196/56941
PMID:39847765
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11803324/
Abstract

BACKGROUND

The internet is a key source of health information, but the quality of content from popular search engines varies, posing challenges for users-especially those with low health or digital health literacy. To address this, the "tala-med" search engine was developed in 2020 to provide access to high-quality, evidence-based content. It prioritizes German health websites based on trustworthiness, recency, user-friendliness, and comprehensibility, offering category-based filters while ensuring privacy by avoiding data collection and advertisements.

OBJECTIVE

This study aims to evaluate the acceptance and usability of this independent, noncommercial search engine from the users' perspectives and their actual use of the search engine.

METHODS

For the questionnaire study, a cross-sectional study design was used. In total, 802 participants were recruited through a web-based panel and were asked to interact with the new search engine before completing a web-based questionnaire. Descriptive statistics and multiple regression analyses were used to assess participants' acceptance and usability ratings, as well as predictors of acceptance. Furthermore, from October 2020 to June 2021, we used the open-source web analytics platform Matomo to collect behavior-tracking data from consenting users of the search engine.

RESULTS

The study indicated positive findings on the acceptance and usability of the search engine, with more than half of the participants willing to reuse (465/802, 58%) and recommend it (507/802, 63.2%). Of the 802 users, 747 (93.1%) valued the absence of advertising. Furthermore, 92.3% (518/561), 93.9% (553/589), 94.7% (567/599), and 96.5% (600/622) of those users who used the filters agreed at least partially that the filter functions were helpful in finding trustworthy, recent, user-friendly, or comprehensible results. Participants criticized some of the search results regarding the selection of domains and shared ideas for potential improvements (eg, for a clearer design). Regression analyses showed that the search engine was especially well accepted among older users, frequent internet users, and those with lower educational levels, indicating an effective targeting of segments of the population with lower health literacy and digital health literacy. Tracking data analysis revealed 1631 sessions, comprising 3090 searches across 1984 unique terms. Users performed 1.64 (SD 1.31) searches per visit on average. They prioritized the search terms "corona," "back pain," and "cough." Filter changes were common, especially for recency and trustworthiness, reflecting the importance that users placed on these criteria.

CONCLUSIONS

User questionnaires and behavior tracking showed the platform was well received, particularly by older and less educated users, especially for its advertisement-free design and filtering system. While feedback highlighted areas for improvement in design and filter functionality, the search engine's focus on transparency, evidence-based content, and user privacy shows promise in addressing health literacy and navigational needs. Future updates and research will further refine its effectiveness and impact on promoting access to quality health information.

摘要

背景

互联网是健康信息的重要来源,但流行搜索引擎的内容质量参差不齐,给用户带来了挑战,尤其是那些健康素养或数字健康素养较低的用户。为解决这一问题,“tala-med”搜索引擎于2020年开发,旨在提供高质量、基于证据的内容。它根据可信度、时效性、用户友好性和可理解性对德国健康网站进行排序,提供基于类别的筛选功能,同时通过避免数据收集和广告来确保隐私。

目的

本研究旨在从用户角度评估这个独立的非商业搜索引擎的接受度和可用性,以及他们对该搜索引擎的实际使用情况。

方法

对于问卷调查研究,采用横断面研究设计。通过网络面板总共招募了802名参与者,要求他们在完成网络问卷之前与新搜索引擎进行交互。使用描述性统计和多元回归分析来评估参与者的接受度和可用性评分,以及接受度的预测因素。此外,从2020年10月到2021年6月,我们使用开源网络分析平台Matomo收集了搜索引擎同意参与的用户的行为跟踪数据。

结果

该研究表明,用户对该搜索引擎的接受度和可用性评价积极,超过一半的参与者愿意再次使用(465/802,58%)并推荐它(507/802,63.2%)。在802名用户中,747名(93.1%)重视其无广告。此外,使用筛选功能的用户中,92.3%(518/561)、93.9%(553/589)、94.7%(567/599)和96.5%(600/622)至少部分同意筛选功能有助于找到可信、最新、用户友好或可理解的结果。参与者批评了一些关于域名选择的搜索结果,并分享了潜在改进的想法(例如,设计更清晰)。回归分析表明,该搜索引擎在老年用户、频繁上网用户和教育水平较低的用户中尤其受到欢迎,表明它有效地针对了健康素养和数字健康素养较低的人群。跟踪数据分析显示有1631个会话,包括对1984个独特术语的3090次搜索。用户每次访问平均进行1.64次(标准差1.31)搜索。他们将搜索词“新冠”、“背痛”和“咳嗽”列为优先选项。筛选条件的更改很常见,尤其是对于时效性和可信度,这反映了用户对这些标准的重视。

结论

用户问卷和行为跟踪表明该平台很受欢迎,尤其是受到年龄较大和受教育程度较低的用户的欢迎,特别是其无广告设计和筛选系统。虽然反馈突出了设计和筛选功能方面需要改进的地方,但该搜索引擎对透明度、基于证据的内容和用户隐私的关注表明,它在满足健康素养和导航需求方面具有潜力。未来的更新和研究将进一步提高其有效性以及对促进获取高质量健康信息的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/67f595547218/humanfactors_v12i1e56941_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/e77dd2991e73/humanfactors_v12i1e56941_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/5dbc21616e8d/humanfactors_v12i1e56941_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/13497658a236/humanfactors_v12i1e56941_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/65bd7ca44002/humanfactors_v12i1e56941_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/67f595547218/humanfactors_v12i1e56941_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/e77dd2991e73/humanfactors_v12i1e56941_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/5dbc21616e8d/humanfactors_v12i1e56941_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/13497658a236/humanfactors_v12i1e56941_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/65bd7ca44002/humanfactors_v12i1e56941_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5dcf/11803324/67f595547218/humanfactors_v12i1e56941_fig5.jpg

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