Timely Data for Targeted Quality Improvement Interventions: Use of a Visual Analytics Dashboard for Bronchiolitis

被引:21
作者
Hester, Gabrielle [1 ]
Lang, Tom [2 ]
Madsen, Laura [2 ]
Tambyraja, Rabindra [3 ]
Zenker, Paul [4 ]
机构
[1] Childrens Minnesota, Hosp Med, 2525 Chicago Ave, Minneapolis, MN 55404 USA
[2] Childrens Minnesota, ITS Knowledge Syst, Minneapolis, MN 55404 USA
[3] Childrens Minnesota, ITS Adm, Minneapolis, MN 55404 USA
[4] Childrens Minnesota, Emergency Dept, Minneapolis, MN 55404 USA
来源
APPLIED CLINICAL INFORMATICS | 2019年 / 10卷 / 01期
关键词
dashboard; guideline; performance; TECHNOLOGY ACCEPTANCE MODEL; ELECTRONIC MEDICAL-RECORD; CARE; MANAGEMENT; IMPLEMENTATION; OPPORTUNITIES; GUIDELINES; COST;
D O I
10.1055/s-0039-1679868
中图分类号
R-058 [];
学科分类号
摘要
Background Standard methods for obtaining data may delay quality improvement (QI) interventions including for bronchiolitis, a common cause of childhood hospitalization. Objective To describe the use of a dashboard in the context of a multifaceted QI intervention aimed at reducing the use of chest radiographs, bronchodilators, antibiotics, steroids, and viral testing in patients with bronchiolitis. Methods This QI initiative took place at Children's Minnesota, a large, not-for-profit children's health care organization. A multidisciplinary bronchiolitis workgroup developed a local clinical guideline and order-set. Delays in obtaining baseline data prompted a pediatric hospitalist and information technology specialist to modify a vendor's dashboard to display data related to bronchiolitis guideline metrics. Patients 2 months to 2 years old with a bronchiolitis emergency department (ED)/inpatient encounter in the period October 1, 2014 to April 30, 2018 were included. The primary outcome was a functioning dashboard; a process measure was the percentage of ED clinician logins. Outcome measures included the percent use of guideline metrics (e.g., bronchodilators) displayed on statistical process control charts (ED vs. inpatient). Balancing measures included length of stay, charge ratios, and hospital revisits. Result A workgroup (formed October 2015) implemented a bronchiolitis order-set and guideline (February 2016) followed by a bronchiolitis dashboard (August 2016) consolidating disparate data sources loaded within 2 to 4 days of discharge. In total, 35% of ED clinicians logged in. Leaders used the dashboard to target and track interventions such as a bronchodilator order alert. There were improvements in most outcome metrics; however, timing did not suggest direct dashboard impact. ED balancing measures were lower after implementation. Conclusion We described use of a dashboard to support a multifaceted QI initiative for bronchiolitis. Leaders used the dashboard for targeted interventions but the dashboard did not directly impact the observed improvements. Future studies should assess reasons for low individual dashboard use.
引用
收藏
页码:168 / 174
页数:7
相关论文
共 44 条
  • [1] Impact of a Bronchiolitis Guideline on ED Resource Use and Cost: A Segmented Time-Series Analysis
    Akenroye, Ayobami T.
    Baskin, Marc N.
    Samnaliev, Mihail
    Stack, Anne M.
    [J]. PEDIATRICS, 2014, 133 (01) : E227 - E234
  • [2] Association of Bronchiolitis Clinical Pathway Adherence With Length of Stay and Costs
    Bryan, Mersine A.
    Desai, Arti D.
    Wilson, Lauren
    Wright, Davene R.
    Mangione-Smith, Rita
    [J]. PEDIATRICS, 2017, 139 (03)
  • [3] Visual analytics in healthcare - opportunities and research challenges
    Caban, Jesus J.
    Gotz, David
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2015, 22 (02) : 260 - 262
  • [4] Why don't physicians follow clinical practice guidelines? A framewouk for improvement
    Cabana, MD
    Rand, CS
    Powe, NR
    Wu, AW
    Wilson, MH
    Abboud, PAC
    Rubin, HR
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1999, 282 (15): : 1458 - 1465
  • [5] Why Don't Physicians (and Patients) Consistently Follow Clinical Practice Guidelines?
    Casey, Donald E.
    [J]. JAMA INTERNAL MEDICINE, 2013, 173 (17) : 1581 - 1583
  • [6] The Development of Heuristics for Evaluation of Dashboard Visualizations
    Dowding, Dawn
    Merrill, Jacqueline A.
    [J]. APPLIED CLINICAL INFORMATICS, 2018, 9 (03): : 511 - 518
  • [7] Clinical Research Informatics: Challenges, Opportunities and Definition for an Emerging Domain
    Embi, Peter J.
    Payne, Philip R. O.
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2009, 16 (03) : 316 - 327
  • [8] Pediatric complex chronic conditions classification system version 2: updated for ICD-10 and complex medical technology dependence and transplantation
    Feudtner, Chris
    Feinstein, James A.
    Zhong, Wenjun
    Hall, Matt
    Dai, Dingwei
    [J]. BMC PEDIATRICS, 2014, 14
  • [9] Variation in the Management of Infants Hospitalized for Bronchiolitis Persists after the 2006 American Academy of Pediatrics Bronchiolitis Guidelines
    Florin, Todd A.
    Byczkowski, Terri
    Ruddy, Richard M.
    Zorc, Joseph J.
    Test, Matthew
    Shah, Samir S.
    [J]. JOURNAL OF PEDIATRICS, 2014, 165 (04) : 786 - U456
  • [10] Fox Lindsay Anne, 2016, Hosp Pediatr, V6, P412, DOI 10.1542/hpeds.2015-0222