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Research ArticleOriginal Research

Patterns of Clinical Care Subsequent to Nonindicated Vitamin D Testing in Primary Care

Michelle S. Rockwell, YingXing Wu, Mariana Salamoun, Matthew W. Hulver and John W. Epling
The Journal of the American Board of Family Medicine July 2020, 33 (4) 569-579; DOI: https://doi.org/10.3122/jabfm.2020.04.200007
Michelle S. Rockwell
From Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg (MSR, MWH); Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke (MSR, MWH, JWE); Health Analytics Research Team, Carilion Clinic, Roanoke, VA (YW, MS); Department of Family and Community Medicine, Carilion Clinic, Roanoke, VA (JWE); Virginia Tech Carilion School of Medicine, Roanoke (JWE).
PhD, RD
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YingXing Wu
From Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg (MSR, MWH); Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke (MSR, MWH, JWE); Health Analytics Research Team, Carilion Clinic, Roanoke, VA (YW, MS); Department of Family and Community Medicine, Carilion Clinic, Roanoke, VA (JWE); Virginia Tech Carilion School of Medicine, Roanoke (JWE).
MD, MS
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Mariana Salamoun
From Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg (MSR, MWH); Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke (MSR, MWH, JWE); Health Analytics Research Team, Carilion Clinic, Roanoke, VA (YW, MS); Department of Family and Community Medicine, Carilion Clinic, Roanoke, VA (JWE); Virginia Tech Carilion School of Medicine, Roanoke (JWE).
MA
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Matthew W. Hulver
From Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg (MSR, MWH); Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke (MSR, MWH, JWE); Health Analytics Research Team, Carilion Clinic, Roanoke, VA (YW, MS); Department of Family and Community Medicine, Carilion Clinic, Roanoke, VA (JWE); Virginia Tech Carilion School of Medicine, Roanoke (JWE).
PhD
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John W. Epling
From Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg (MSR, MWH); Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke (MSR, MWH, JWE); Health Analytics Research Team, Carilion Clinic, Roanoke, VA (YW, MS); Department of Family and Community Medicine, Carilion Clinic, Roanoke, VA (JWE); Virginia Tech Carilion School of Medicine, Roanoke (JWE).
MD, MSEd
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Abstract

Background: Exponential increases in nonindicated, low-value vitamin D testing have been reported over the past 15 years. Downstream effects of such testing have not been well quantified.

Methods: The purpose of this study was to describe patterns of vitamin D testing within primary care of a large regional health system and to explore downstream health service utilization subsequent to nonindicated testing. Instances of vitamin D testing in 2015 were obtained by an electronic health record-automated search. A subset of patients for whom vitamin D testing was classified as nonindicated was identified, and vitamin D-related service utilization was tracked for 24 months.

Results: Of the 77,836 adult primary care patient records identified in 2015, vitamin D tests were conducted on 8,042 (10.3%), with 24.3% of tests yielding abnormal results. In the nonindicated test subset (n = 574), substantial clinical variability was illustrated by 85 care pathways and 26 vitamin D prescriptions. Forty-five percent of abnormal vitamin D lab tests were not followed up with repeat vitamin D tests. Vitamin D-related services (laboratory tests, imaging, and prescriptions) occurred at an average rate of 1.6 services per patient during the 24 months following nonindicated vitamin D testing. Some of these services were also classified as nonindicated.

Conclusions: Evidence of a health service cascade following nonindicated vitamin D testing exists. Opportunities for improved consistency and quality of care related to vitamin D were observed in our health system. These results may inform clinical pathways related the prevention, evaluation, and treatment of low vitamin D.

  • Electronic Health Record
  • Low Value Care
  • Overuse
  • Primary Health Care
  • Quality Improvement
  • Uncertainty
  • 25-hydroxyvitamin D
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The Journal of the American Board of Family     Medicine: 33 (4)
The Journal of the American Board of Family Medicine
Vol. 33, Issue 4
July-August 2020
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Patterns of Clinical Care Subsequent to Nonindicated Vitamin D Testing in Primary Care
Michelle S. Rockwell, YingXing Wu, Mariana Salamoun, Matthew W. Hulver, John W. Epling
The Journal of the American Board of Family Medicine Jul 2020, 33 (4) 569-579; DOI: 10.3122/jabfm.2020.04.200007

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Patterns of Clinical Care Subsequent to Nonindicated Vitamin D Testing in Primary Care
Michelle S. Rockwell, YingXing Wu, Mariana Salamoun, Matthew W. Hulver, John W. Epling
The Journal of the American Board of Family Medicine Jul 2020, 33 (4) 569-579; DOI: 10.3122/jabfm.2020.04.200007
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Keywords

  • Electronic Health Record
  • Low Value Care
  • Overuse
  • Primary Health Care
  • Quality Improvement
  • Uncertainty
  • 25-hydroxyvitamin D

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