Expanding Accessibility in Cleft Care: The Role of Artificial Intelligence in Improving Literacy of Alveolar Bone Grafting Information

被引:3
|
作者
Manasyan, Artur [1 ,2 ]
Lasky, Sasha [1 ,2 ]
Jolibois, Marah [1 ]
Moshal, Tayla [1 ,2 ]
Roohani, Idean [1 ,2 ]
Munabi, Naikhoba [1 ,3 ]
Urata, Mark M. [1 ,3 ]
Hammoudeh, Jeffrey A. [1 ,3 ]
机构
[1] Childrens Hosp Los Angeles, Div Plast & Maxillofacial Surg, 4650 Sunset Blvd,MS 96, Los Angeles, CA 90027 USA
[2] Univ Southern Calif, Keck Sch Med, Los Angeles, CA USA
[3] USC, Keck Sch Med, Div Plast & Reconstruct Surg, Los Angeles, CA USA
来源
CLEFT PALATE CRANIOFACIAL JOURNAL | 2024年
关键词
cleft lip; cleft lip and palate; cleft palate; alveolar bone grafting; craniofacial surgery; patient education; readability; artificial intelligence; PATIENT EDUCATION MATERIALS; READABILITY; MANAGEMENT; IMPACT; LEVEL;
D O I
10.1177/10556656241281453
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
Objective: The American Medical Association (AMA) recommends patient education materials (PEMs) be written at or below a sixth grade reading level. This study seeks to determine the quality, readability, and content of available alveolar bone grafting (ABG) PEMs and determine if artificial intelligence can improve PEM readability. Design: Review of free online PEMs. Setting: Online ABG PEMs were retrieved from different authoring body types (hospital/academic center, medical society, or private practice). Patients, Participants None Interventions: Content was assessed by screening PEMs for specific ABG-related topics. Quality was evaluated with the Patient Education Material Assessment Tool (PEMAT), which has measures of understandability and actionability. Open-access readability software (WebFX) determined readability with Flesch Reading Ease, Flesch-Kincaid Grade Level, and Gunning-Fog Index. PEMs were rewritten with ChatGPT, and readability metrics were reassessed. Main Outcome Measure(s) Quality, readability, and content of ABG PEMs Results: 34 PEMs were analyzed. Regarding quality, the average PEMAT-understandability score was 67.0 +/- 16.2%, almost at the minimum acceptable score of 70.0% (p = 0.281). The average PEMAT-actionability score was low at 33.0 +/- 24.1%. Regarding readability, the average Flesch Reading Ease score was 64.6 +/- 12.8, categorized as "standard/plain English." The average Flesch-Kincaid Grade Level was 8.0 +/- 2.3, significantly higher than AMA recommendations (p < 0.0001). PEM rewriting with ChatGPT improved Flesch-Kincaid Grade Level to 6.1 +/- 1.3 (p < 0.0001). Conclusions: Available ABG PEMs are above the recommended reading level, yet ChatGPT can improve PEM readability. Future studies should improve areas of ABG PEMs that are most lacking, such as actionability.
引用
收藏
页数:8
相关论文
共 3 条
  • [1] Bridging Gaps in Health Literacy for Cleft Lip and Palate: The Role of Artificial Intelligence and Interactive Educational Materials
    Shehab, Abdallah A.
    Shedd, Katie E.
    Alamah, Waleed
    Mardini, Samir
    Bite, Uldis
    Gibreel, Waleed
    CLEFT PALATE CRANIOFACIAL JOURNAL, 2024,
  • [2] Revolutionizing Maternal Health: The Role of Artificial Intelligence in Enhancing Care and Accessibility
    Mapari, Smruti A.
    Shrivastava, Deepti
    Dave, Apoorva
    Bedi, Gautam N.
    Gupta, Aman
    Sachani, Pratiksha
    Kasat, Paschyanti R.
    Pradeep, Utkarsh
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (09)
  • [3] Strategies of Improving Information Literacy of College Foreign Language Teachers Under the Background of Artificial Intelligence
    Yu H.
    Li X.
    Bligh B.
    International Journal of Web-Based Learning and Teaching Technologies, 2024, 19 (01)