Patient narratives in Yelp reviews offer insight into opioid experiences and the challenges of pain management

被引:11
作者
Graves, Rachel L. [1 ,2 ]
Goldshear, Jesse [1 ]
Perrone, Jeanmarie [2 ]
Ungar, Lyle [1 ,3 ]
Klinger, Elissa [1 ]
Meisel, Zachary F. [2 ]
Merchant, Raina M. [1 ,2 ]
机构
[1] Univ Penn, Penn Med Ctr Digital Hlth, 3400 Civ Ctr Blvd, Philadelphia, PA 19104 USA
[2] Univ Penn, Perelman Sch Med, Dept Emergency Med, Blockley Hall,423 Guardian Dr Room 407, Philadelphia, PA 19104 USA
[3] Univ Penn, Comp & Informat Sci, Levine Hall,3330 Walnut St, Philadelphia, PA 19104 USA
关键词
opioids; pain assessment; pain management; social media; Yelp;
D O I
10.2217/pmt-2017-0050
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Aim: To characterize Yelp reviews about pain management and opioids. Methods: We manually coded and applied natural language processing to 836 Yelp reviews of US hospitals mentioning an opioidmedication. Results: Yelp reviews by patients and caregivers describing experiences with pain management and opioids had lower ratings compared with other reviews. Negative descriptions of pain management and opioidrelated experiences were more commonly described than positive experiences, and the number of themes they reflected was more diverse. Conclusion: Yelp reviews offer insights into painmanagement and opioid use that are not assessed by traditional surveys. As a free, highly utilized source of unstructured narratives, Yelp may allow ongoing assessment of policies related to pain management and opioid use.
引用
收藏
页码:95 / 104
页数:10
相关论文
共 39 条
  • [1] Are Pain Management Questions in Patient Satisfaction Surveys Driving the Opioid Epidemic?
    Adams, Jerome
    Bledsoe, Gregory H.
    Armstrong, John H.
    [J]. AMERICAN JOURNAL OF PUBLIC HEALTH, 2016, 106 (06) : 985 - 986
  • [2] [Anonymous], 2017, WID RANG ONL DAT EP
  • [3] Does assessment of patient satisfaction with pain care lead to patient harm?
    Ashburn, Michael A. u
    Fleisher, Lee A.
    [J]. HEALTHCARE-THE JOURNAL OF DELIVERY SCIENCE AND INNOVATION, 2016, 4 (01): : 6 - 8
  • [4] The relationship between commercial website ratings and traditional hospital performance measures in the USA
    Bardach, Naomi S.
    Asteria-Penaloza, Renee
    Boscardin, W. John
    Dudley, R. Adams
    [J]. BMJ QUALITY & SAFETY, 2013, 22 (03) : 194 - 202
  • [5] Beidas Rinad S., 2014, Journal of the National Cancer Institute Monographs, P338, DOI 10.1093/jncimonographs/lgu033
  • [6] PAIN MANAGEMENT: ASSOCIATION WITH PATIENT SATISFACTION AMONG EMERGENCY DEPARTMENT PATIENTS
    Bhakta, Hemangini C.
    Marco, Catherine A.
    [J]. JOURNAL OF EMERGENCY MEDICINE, 2014, 46 (04) : 456 - 464
  • [7] Bjering E., 2015, INT J BUSINESS MANAG, V10, P16
  • [8] Patient Perceptions of Pain Management Therapy: A Comparison of Real-Time Assessment of Patient Education and Satisfaction and Registered Nurse Perceptions
    Bozimowski, Greg
    [J]. PAIN MANAGEMENT NURSING, 2012, 13 (04) : 186 - 193
  • [9] Association between pain outcomes and race and opioid treatment: Retrospective cohort study of Veterans
    Burgess, Diana J.
    Gravely, Amy A.
    Nelson, David B.
    Bair, Matthew J.
    Kerns, Robert D.
    Higgins, Diana M.
    Farmer, Melissa M.
    Partin, Melissa R.
    [J]. JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT, 2016, 53 (01) : 13 - 24
  • [10] CDC, 2016, PRESCR OP OV DAT