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
  • [11] Readability of patient materials on atopic dermatitis: The possible role of artificial intelligence
    Ahuja, Kripa
    Lio, Peter
    PEDIATRIC DERMATOLOGY, 2024, 41 (06) : 1251 - 1252
  • [12] Readability of the American Academy of Pediatric Dentistry Patient Education Materials
    Amini, Honna
    Casamassimo, Paul S.
    Lin, Hsuan L.
    Hayes, John R.
    PEDIATRIC DENTISTRY, 2007, 29 (05) : 431 - 435
  • [13] The readability of pediatric patient education materials on the World Wide Web
    D'Alessandro, DM
    Kingsley, P
    Johnson-West, J
    ARCHIVES OF PEDIATRICS & ADOLESCENT MEDICINE, 2001, 155 (07): : 807 - 812
  • [14] Readability of patient education materials
    ReedPierce, R
    Cardinal, BJ
    JNMS-JOURNAL OF THE NEUROMUSCULOSKELETAL SYSTEM, 1996, 4 (01): : 8 - 11
  • [15] Readability of Patient Education Materials
    Heilman, Carl B.
    WORLD NEUROSURGERY, 2013, 80 (05) : E109 - E110
  • [16] READABILITY OF PATIENT EDUCATION MATERIALS
    VIVIAN, AS
    ROBERTSON, EJ
    CLINICAL THERAPEUTICS, 1980, 3 (02) : 129 - 136
  • [17] THE USE OF ARTIFICIAL INTELLIGENCE CHAT TO IMPROVE READABILITY OF PATIENT-FACING MATERIALS
    Gauthier, M.
    Egan, S.
    Johnson, N.
    VALUE IN HEALTH, 2024, 27 (06) : S345 - S345
  • [18] Readability of patient and family education materials on pediatric surgical association websites
    Lawrence Willis
    Ankush Gosain
    Pediatric Surgery International, 39
  • [19] Readability of patient and family education materials on pediatric surgical association websites
    Willis, Lawrence
    Gosain, Ankush
    PEDIATRIC SURGERY INTERNATIONAL, 2023, 39 (01)
  • [20] Readability analysis of pediatric otolaryngology patient-reported outcome measures
    Dorismond, Christina
    Farzal, Zainab
    Thompson, Nicholas J.
    Lee, Saangyoung E.
    Zdanski, Carlton J.
    INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY, 2021, 140