Home Medicine Evaluation of thyroid test utilization through analysis of population-level data
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Evaluation of thyroid test utilization through analysis of population-level data

  • Jasmine Gill , Vilte E. Barakauskas , Dylan Thomas , Karina Rodriguez-Capote , Trefor Higgins , Don Zhang , Amanda VanSpronsen , Oksana Babenko , Roberta Martindale and Mathew P. Estey EMAIL logo
Published/Copyright: March 15, 2017

Abstract:

Background:

Inappropriate laboratory test utilization can result in unnecessary patient testing and increased healthcare costs. While several thyroid function tests are available, thyroid-stimulating hormone (TSH) is recommended as the first-line test for investigating and monitoring thyroid dysfunction. We evaluate thyroid test utilization in Northern Alberta in terms of testing patterns, frequencies, and reflex cutpoints.

Methods:

This retrospective study analyzed thyroid test requests from January to December 2014. Each request was designated as appropriate or potentially inappropriate as per clinical practice guidelines and Choosing Wisely recommendations, and the frequencies of each testing pattern were calculated. Sub-analysis was performed to categorize testing patterns based on physician specialty. The number of test requests per patient was determined to assess the appropriateness of testing frequency. Receiver operating characteristic (ROC) curves were generated to define optimal TSH cutpoints for automatic reflex to FT4 testing.

Results:

Of 752,217 test requests, approximately 10% were potentially inappropriate in terms of testing patterns. Free thyroxine (FT4) and free triiodothyronine (FT3) requested with TSH accounted for 59% of all potentially inappropriate test requests, and 49% of requests from endocrinologists (ENDO) were potentially inappropriate, occurring most frequently among those with less experience. Excessive testing frequencies were observed in 869 patients, accounting for 9382 test requests. Adjustment of our TSH reflex cutpoint would significantly increase specificity for identifying a low FT4 without compromising sensitivity.

Conclusions:

This study suggests that questionable testing patterns, excessive testing frequencies, and suboptimal reflexive testing cutpoints contribute to inappropriate thyroid test utilization.


Corresponding author: Dr. Mathew P. Estey, DynaLIFE Medical Labs, #200, 10150-102 Street, Edmonton, Alberta T5J 5E2, Canada, Phone: +1-780-451-3702 ext. 8162

  1. Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

  2. Research funding: None declared.

  3. Employment or leadership: None declared.

  4. Honorarium: None declared.

  5. Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis, and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.

References

1. Huck A, Lewandrowski K. Utilization management in the clinical laboratory: an introduction and overview of the literature. Clin Chim Acta 2014;427:111–7.10.1016/j.cca.2013.09.021Search in Google Scholar PubMed

2. van Walraven C, Raymond M. Population-based study of repeat laboratory testing. Clin Chem 2003;49:1997–2005.10.1373/clinchem.2003.021220Search in Google Scholar PubMed

3. Bhatia RS, Levinson W, Shortt S, Pendrith C, Fric-Shamji E, Kallewaard M, et al. Measuring the effect of Choosing Wisely: an integrated framework to assess campaign impact on low-value care. BMJ Qual Saf 2015;24:523–31.10.1136/bmjqs-2015-004070Search in Google Scholar PubMed

4. Levinson W, Kallewaard M, Bhatia RS, Wolfson D, Shortt S, Kerr EA, et al. ‘Choosing Wisely’: a growing international campaign. BMJ Qual Saf 2015;24:167–74.10.1136/bmjqs-2014-003821Search in Google Scholar PubMed

5. Investigation and management of primary thyroid dysfunction clinical practice guideline. Edmonton, AB, Canada: Toward Optimized Practice, 2014. Available at: http://www.topalbertadoctors.org. Accessed: 3 July 2016.Search in Google Scholar

6. Thyroid function tests: diagnoses and monitoring of thyroid function disorders in adults. BC, Canada: Medical Services Commission, 2010. Available at: http://www2.gov.bc.ca/assets/gov/health/practitioner-pro/bc-guidelines/thyroid.pdf. Accessed: 6 July 2016.Search in Google Scholar

7. Laboratory Medicine Practice Guidelines. Laboratory Support for the Diagnosis and Monitoring of Thyroid Disease: National Academy of Clinical Biochemistry, 2002. Available at: https://www.aacc.org/∼/media/practice-guidelines/thyroid-disease/thyroidarchived2010.pdf?la=en. Accessed: 5 July 2016.Search in Google Scholar

8. American Society for Clinical Pathology Choosing Wisely Recommendations, 2015. Available at: http://www.choosingwisely.org/clinician-lists/american-society-clinical-pathology-suspected-thyroid-disease-evaluation/. Accessed: 3 July 2016.Search in Google Scholar

9. The Canadian Society of Endocrinology and Metabolism Choosing Wisely Canada Recommendations, 2014. Available at: http://www.choosingwiselycanada.org/recommendations/endocrinology-and-metabolism/. Accessed: 3 July 2016.Search in Google Scholar

10. Jonklaas J, Bianco AC, Bauer AJ, Burman KD, Cappola AR, Celi FS, et al. Guidelines for the treatment of hypothyroidism: prepared by the american thyroid association task force on thyroid hormone replacement. Thyroid 2014;24:1670–751.10.1089/thy.2014.0028Search in Google Scholar PubMed PubMed Central

11. Garber JR, Cobin RH, Gharib H, Hennessey JV, Klein I, Mechanick JI, et al. Clinical practice guidelines for hypothyroidism in adults: cosponsored by the American Association of Clinical Endocrinologists and the American Thyroid Association. Thyroid 2012;22:1200–35.10.1089/thy.2012.0205Search in Google Scholar PubMed

12. Endocrine Society Choosing Wisely Recommendations 2013 [Available from: http://www.choosingwisely.org/societies/endocrine-society/. Accessed: 3 July 2016.Search in Google Scholar

13. Endocrine Society of Australia Choosing Wisely Australia Recommendations, 2016. Available at: http://www.choosingwisely.org.au/getmedia/ffe150c6-0cae-4fa4-a1c5-97d93360c297/CW_Recommendations_ESA_v5.pdf.aspx. Accessed: 3 July 2016.Search in Google Scholar

14. Morgen EK, Naugler C. Inappropriate repeats of six common tests in a Canadian city: a population cohort study within a laboratory informatics framework. Am J Clin Pathol 2015;144:704–12.10.1309/AJCPYXDAUS2F8XJYSearch in Google Scholar PubMed

15. Bahn Chair RS, Burch HB, Cooper DS, Garber JR, Greenlee MC, Klein I, et al. Hyperthyroidism and other causes of thyrotoxicosis: management guidelines of the American Thyroid Association and American Association of Clinical Endocrinologists. Thyroid 2011;21:593–646.10.1089/thy.2010.0417Search in Google Scholar PubMed

16. Pearce SH, Brabant G, Duntas LH, Monzani F, Peeters RP, Razvi S, et al. 2013 ETA guideline: management of subclinical hypothyroidism. Eur Thyroid J 2013;2:215–28.10.1159/000356507Search in Google Scholar PubMed PubMed Central

17. Gupta S, Verma M, Gupta AK, Kaur A, Kaur V, Singh K. Are we using thyroid function tests appropriately? Indian J Clin Biochem 2011;26:178–81.10.1007/s12291-011-0128-0Search in Google Scholar PubMed PubMed Central

18. Roti E, Gardini E, Magotti MG, Pilla S, Minelli R, Salvi M, et al. Are thyroid function tests too frequently and inappropriately requested? J Endocrinol Invest 1999;22:184–90.10.1007/BF03343539Search in Google Scholar PubMed

19. Thomas RE, Croal BL, Ramsay C, Eccles M, Grimshaw J. Effect of enhanced feedback and brief educational reminder messages on laboratory test requesting in primary care: a cluster randomised trial. Lancet 2006;367:1990–6.10.1016/S0140-6736(06)68888-0Search in Google Scholar PubMed

20. Lamb EJ, Martin J. Thyroid function tests: often justified in the acutely ill. Ann Clin Biochem 2000;37:158–64.10.1258/0004563001899159Search in Google Scholar PubMed

21. Miyakis S, Karamanof G, Liontos M, Mountokalakis TD. Factors contributing to inappropriate ordering of tests in an academic medical department and the effect of an educational feedback strategy. Postgrad Med J 2006;82:823–9.10.1136/pgmj.2006.049551Search in Google Scholar PubMed PubMed Central

22. Janssens PM, Wasser G. Managing laboratory test ordering through test frequency filtering. Clin Chem Lab Med 2013;51:1207–15.10.1515/cclm-2012-0841Search in Google Scholar PubMed

23. National minimum retesting intervals in pathology [Internet]. The Royal College of Pathologists, 2015. Available at: https://www.rcpath.org/asset/7A6DA597-181F-4482-B08303CE3907020D/. Accessed: 30 June 2016.Search in Google Scholar

24. Galović R, Fuček M, Rogić D. Minimum retesting intervals – application through electronic order forms on common laboratory tests. Signa Vitae 2016;11:77–9.10.22514/SV112.062016.17Search in Google Scholar

25. Waldron JL, Ford C, Dobie D, Danks G, Humphrey R, Rolli A, et al. An automated minimum retest interval rejection rule reduces repeat CRP workload and expenditure, and influences clinician-requesting behaviour. J Clin Pathol 2014;67:731–3.10.1136/jclinpath-2014-202256Search in Google Scholar PubMed

26. Darcy TP, Barasch SP, Souers RJ, Perrotta PL. Test cancellation: a college of American Pathologists Q-probes study. Arch Pathol Lab Med 2016;140:125–9.10.5858/arpa.2015-0022-CPSearch in Google Scholar PubMed

27. Sharma A, Salzmann M. The effect of automated test rejection on repeat requesting. J Clin Pathol 2007;60:954–5.10.1136/jcp.2006.037408Search in Google Scholar PubMed PubMed Central


Supplemental Material:

The online version of this article offers supplementary material (https://doi.org/10.1515/cclm-2016-1049).


Received: 2016-11-16
Accepted: 2017-2-4
Published Online: 2017-3-15
Published in Print: 2017-10-26

©2017 Walter de Gruyter GmbH, Berlin/Boston

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