Utilizing Artificial Intelligence to Increase the Readability of Patient Education Materials in Pediatric Otolaryngology

被引:1
|
作者
Rothka, Andrew J. [1 ]
Lorenz, F. Jeffrey [2 ]
Hearn, Madison [1 ]
Meci, Andrew [1 ]
LaBarge, Brandon [2 ]
Walen, Scott G. [2 ]
Slonimsky, Guy [2 ]
McGinn, Johnathan [2 ]
Chung, Thomas [2 ]
Goyal, Neerav [2 ]
机构
[1] Penn State Coll Med, Hershey, PA USA
[2] Penn State Hlth Dept Otolaryngol Head & Neck Surg, Hershey, PA USA
关键词
artificial intelligence; pediatric otolaryngology; patient education; reading level; Flesch-Kincaid grade level; HEALTH LITERACY;
D O I
10.1177/01455613241289647
中图分类号
R76 [耳鼻咽喉科学];
学科分类号
100213 ;
摘要
Objectives: To identify the reading levels of existing patient education materials in pediatric otolaryngology and to utilize natural language processing artificial intelligence (AI) to reduce the reading level of patient education materials. Methods: Patient education materials for pediatric conditions were identified from the American Academy of Otolaryngology-Head and Neck Surgery (AAO-HNS) website. Patient education materials about the same conditions, if available, were identified and selected from the websites of 7 children's hospitals. The readability of the patient materials was scored before and after using AI with the Flesch-Kincaid calculator. ChatGPT version 3.5 was used to convert the materials to a fifth-grade reading level. Results: On average, AAO-HNS pediatric education material was written at a 10.71 +/- 0.71 grade level. After requesting the reduction of those materials to a fifth-grade reading level, ChatGPT converted the same materials to an average grade level of 7.9 +/- 1.18 (P < .01). When comparing the published materials from AAO-HNS and the 7 institutions, the average grade level was 9.32 +/- 1.82, and ChatGPT was able to reduce the average level to 7.68 +/- 1.12 (P = .0598). Of the 7 children's hospitals, only 1 institution had an average grade level below the recommended sixth-grade level. Conclusions: Patient education materials in pediatric otolaryngology were consistently above recommended reading levels. In its current state, AI can reduce the reading levels of education materials. However, it did not possess the capability to reduce all materials to be below the recommended reading level.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Readability of patient education materials for bariatric surgery
    Adam Timothy Lucy
    Stephanie L. Rakestraw
    Courtney Stringer
    Daniel Chu
    Jayleen Grams
    Richard Stahl
    Margaux N. Mustian
    Surgical Endoscopy, 2023, 37 : 6519 - 6525
  • [32] THE EVALUATION OF PATIENT EDUCATION MATERIALS - FOCUS ON READABILITY
    PASTORE, PO
    BERG, BK
    PATIENT EDUCATION AND COUNSELING, 1987, 9 (02) : 216 - 219
  • [33] Readability of patient education materials for bariatric surgery
    Lucy, Adam Timothy
    Rakestraw, Stephanie L. L.
    Stringer, Courtney
    Chu, Daniel
    Grams, Jayleen
    Stahl, Richard
    Mustian, Margaux N. N.
    SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2023, 37 (08): : 6519 - 6525
  • [34] Can artificial intelligence (AI) educate your patient? A study to assess overall readability and pharmacists' perception of AI-generated patient education materials
    Armstrong, Drew
    Paul, Caroline
    McGlaughlin, Brent
    Hill, David
    JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY, 2024, 7 (08): : 803 - 808
  • [35] Artificial intelligence and patient education
    Paluszek, Olivia
    Loeb, Stacy
    CURRENT OPINION IN UROLOGY, 2025, 35 (03) : 219 - 223
  • [36] Artificial intelligence and ChatGPT: An otolaryngology patient's ally or foe?
    Langlie, Jake
    Kamrava, Brandon
    Pasick, Luke J.
    Mei, Christine
    Hoffer, Michael E.
    AMERICAN JOURNAL OF OTOLARYNGOLOGY, 2024, 45 (03)
  • [37] The future of education utilizing artificial intelligence in Turkey
    Mustafa İçen
    Humanities and Social Sciences Communications, 9
  • [38] The future of education utilizing artificial intelligence in Turkey
    Icen, Mustafa
    HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2022, 9 (01):
  • [39] Utilization of Artificial Intelligence to Increase Usability of Cataract Surgery Patient Education Websites
    Cui, David
    Li, Gavin
    Lin, Michael
    Mathews, Priya
    Akpek, Esen K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [40] Readability analysis of Spanish language patient-reported outcome measures in pediatric otolaryngology
    Rao, Shambavi J.
    Nickel, Joseph C.
    Kiell, Eleanor P.
    Navarro, Noel, I
    Madden, Lyndsay L.
    INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY, 2021, 150