| Literature DB >> 27798756 |
Frank R Ernst1, Peri Barr2, Riad Elmor2, Walter Sandulli3, Lionel Thevathasan4,5, Arnold B Sterman6, Jessica Goldenberg3, Kevin Vora3.
Abstract
BACKGROUND: In general, hypothyroidism can be adequately treated with a consistent daily dose of levothyroxine. However, the need for levothyroxine dose adjustments is frequent in clinical practice. The extent to which levothyroxine dose adjustments increase the utilization of healthcare resources has not previously been described in the clinical literature.Entities:
Mesh:
Substances:
Year: 2017 PMID: 27798756 PMCID: PMC5209418 DOI: 10.1007/s40261-016-0462-3
Source DB: PubMed Journal: Clin Drug Investig ISSN: 1173-2563 Impact factor: 2.859
Patient demographics
| Variable | No dose adjustment group ( | ≥1 dose adjustment group ( |
|---|---|---|
| Age, years | ||
| Mean | 57 | 58 |
| Standard deviation | 16 | 15 |
| Minimum | 18 | 20 |
| Maximum | 93 | 97 |
| Sex, % ( | ||
| Female | 77 (174) | 84 (190) |
| Male | 23 (53) | 16 (37) |
| Race, % ( | ||
| White/Caucasian | 75 (170) | 85 (192) |
| African American | 4 (10) | 4 (9) |
| Asian | 0 (0) | 1 (1) |
| Other | 3 (6) | 0 (0) |
| Unknown | 18 (41) | 10 (25) |
| Patient ethnicity, % ( | ||
| Hispanic/Latino | 4 (8) | 2 (5) |
| Not Hispanic/Latino | 62 (140) | 58 (132) |
| Unknown | 35 (79) | 40 (90) |
Methods used to calculate cost
| Type of costs | Cost per event (US$) | Source/method |
|---|---|---|
| Direct costs | ||
| Physician office visit | $123.42 | Average of physician fees calculated by Physician Fee Schedule; Centers for Medicare and Medicaid Services [ |
| Specialist office visit | Low: $150.15 | CPT-4 codes for follow-up physician visits only, taking pricing from 2014 Kaiser Permanente Endocrinology service cost estimates. For each visit, a low value of $150.15 and a high value of $290.25 were assigned, and calculations using low values and high values were separately performed to consider the sensitivity of the range on overall costs [ |
| Hospitalization (inpatient) | Low: $19,011 | Considered principal diagnosis of hyperthyroidism (ICD-9-CM code 244.9) derived from weighted national estimates available from the US Healthcare Utilization Project National Inpatient Sample. For each visit, a low value of $19,011.00 and a high value of $29,186.00 were assigned, and calculations using low values and high values were separately performed to consider the sensitivity of the range on overall costs [ |
| ED visit | Low: $580 | Estimated using average Medicare costs. For each ED visit, a low value of $580.00 and a high value of $700.00 were assigned, and calculations using low values and high values were separately performed to consider the sensitivity of the range on overall costs [ |
| Laboratory tests and imaging | Variable amounts, by category | Medicare Clinical Laboratory Fee Schedule (MCLFS), and grouped by type of test whenever multiple options were available (e.g., TSH, T3, T4); general ‘thyroid panel’, and other similar tests were categorized as ‘thyroid tests/levels’. For each category of laboratory test, a value was assigned using values available from the MCLFS and calculations using low values and high values were separately performed to consider the sensitivity of the range on overall costs. Test categories included the following: thyroid tests/levels, drug levels, kidney/renal function, hormone levels, except thyroid, cholesterol/lipid tests, infection markers/microbiology, cardiac tests, electrolytes, except panels, diabetes laboratories, anemia/hematology/bleeding/clotting, ob/gyn tests, imaging, GI tests, metabolic panels, general, liver/hepatic function, prostate health, pancreatic function, autoimmune tests, pituitary function, and other [ |
| Levothyroxine tablet medication | Variable, based on strength/generic or branded form, and duration of use | Based on average wholesale prices (AWP) for the dose strength and the brand/generic formulation of levothyroxine used [ |
| Indirect costs | Includes lost time and productivity, based on $31.52 per hour in average employee wages. Primary source, in addition to those above, was the FDA Office of Public Health Strategy and Analysis paper “The Public Health Evidence of FDA Oversight of Laboratory Tests: 20 Case Studies”, published November 2015 [ | |
| Physician office visit | $43.00 | Average cost per visit according to a secondary analysis of the 2003–2010 American Time Use Survey (ATUS). Each visit estimated as 121 min in average duration [ |
| Specialist office visit | $43.49 | Average cost per visit according to a secondary analysis of the 2003–2010 ATUS [ |
| Hospitalization (inpatient) | Cardiac cases: $882.56 | Based on the $252.16-per-day value calculated by the FDA [ |
| ED visit | $141.84 | Estimated based on a 4.5-h duration and an average value of an hour’s lost work time of $31.52 per hour [ |
| Laboratory tests and imaging | $18.48 | From an estimated 15 min of time required for a blood draw by a phlebotomist [ |
ED emergency department, FDA Food and Drug Administration, GI gastrointestinal, ob/gyn obstetric-gynecologic, TSH thyroid-stimulating hormone, T3, triiodothyronine, T4 thyroxine
Total estimated costs (US$) per patient: no dose adjustment vs. ≥1 dose adjustment groups
| Component | No dose adjustment group, | ≥1 dose adjustment group, | Difference | |||
|---|---|---|---|---|---|---|
| Cost per patient (95% CI) | % of total | Cost per patient (95% CI) | % of total | Cost per patient | % Changea | |
| Laboratory tests | $262 ($220–$303) | 8.3 | $467 ($421–$513) | 8.0 | $206 | +78.6* |
| Thyroid medication | $546 ($515–$577) | 17.2 | $663 ($591–$735) | 11.4 | $117 | +21.5* |
| Specialist visits | $156 ($123–$188) | 4.9 | $169 ($135–$203) | 2.9 | $13 | +8.2* |
| Office visits | $1218 ($1020–$1415) | 38.5 | $1850 ($1635–$2066) | 31.8 | $632 | +51.9* |
| ED visits + hospitalizations | $0 | 0.0 | $1222 ($452–$1992) | 21.0 | $1222 | − |
| Subtotal | $2182 ($1955–$2408) | 68.9 | $4372 ($3520–$5223) | 75.1 | $2190 | +100.4* |
| Estimated lost productivity | $984 ($832–$1135) | 31.1 | $1452 ($1295–$1609) | 24.9 | $468 | +47.6* |
| Estimated total costs | $3166 ($2801–$3529) | 100 | $5824 ($4863–$6784) | 100 | $2658 | +84.0* |
CI confidence interval, ED emergency department
* Significant difference between groups (p < 0.05)
a% Change = (≥1 dose adjustment group − no dose adjustment group)/no dose adjustment group. A t test was used to compare costs between groups
Direct medical costs (US$) by dose adjustment cohort (including ED and hospital visits)
| Component | No dose adjustment, | One dose adjustment, | Two dose adjustments, | Three or more dose adjustments, | |||
|---|---|---|---|---|---|---|---|
| Cost per patient (95% CI) | Cost per patient (95% CI) | Difference vs. no dose adjustment group | Cost per patient (95% CI) | Difference vs. no dose adjustment group | Cost per patient (95% CI) | Difference vs. no dose adjustment group | |
| Laboratory tests | $262 ($220–$303) | $422 ($359–$485)*,**** | +$160 | $462 ($366–$558)* | +$200 | $567 ($473–$661)*,** | +$305 |
| Thyroid medication | $546 ($515–$577)***,**** | $623 ($575–$672)**** | +$77 | $565 ($475–$656)*,**** | +$19 | $827 ($572–$1081)*,**,*** | +$281 |
| Specialist visits | $156 ($123–$188) | $159 ($114–$204) | +$3 | $167 ($94–$239) | +$11 | $190 ($115–$265) | +$34 |
| Office visits | $1218 ($1020–$1415)**,**** | $1748 ($1453–$2043)*,**** | +$530 | $1696 ($1299–$2094) | +$478 | $2190 ($1707–$2672)* | +$972 |
| ED visits | $0**,***,**** | $69 ($6–$132)* | +$69 | $15 ($0–$30) | +$15 | $97 ($2–$191)* | +$97 |
| Hospitalizations | $0**,***,**** | $718 ($0–$1435)**** | +$718 | $621 ($0–$1242)**** | +$621 | $2516 ($343–$4689)*,**,*** | +$2516 |
| Total | $2182 ($1955–$2408)**,**** | $3739 ($2695–$4783)*,**** | +$1557 | $3526 ($2271–$4782)**** | +$1344 | $6387 ($4100–$8673)*,**,*** | +$4205 |
Costs use the higher value of estimated cost ranges for this analysis. One-way ANOVA was used to compare costs between cohorts. A Tukey multiple comparison procedure was used following a significant ANOVA result (p < 0.05) where appropriate
ANOVA analysis of variance, CI confidence interval, ED emergency department
* p < 0.05 vs. no dose adjustment group; ** p < 0.05 vs. one dose adjustment group; *** p < 0.05 vs. two dose adjustments group; **** p < 0.05 vs. three or more dose adjustments group
Summary of productivity loss (US$) by dose adjustment cohort
| Component | No dose adjustment, | One dose adjustment, | Two dose adjustments, | Three or more dose adjustments, | |||
|---|---|---|---|---|---|---|---|
| Productivity loss per patient (95% CI) | Productivity loss per patient (95% CI) | Difference vs. no dose adjustment group | Productivity loss per patient (95% CI) | Difference vs. no dose adjustment group | Productivity loss per patient (95% CI) | Difference vs. no dose adjustment group | |
| Laboratory tests | $271**,***,**** ($236–$307) | $405*,**** ($353–$457) | +$134 | $458* ($394–$523) | +$187 | $574*,** ($497–$650) | +$303 |
| Specialist visits | $12 ($9–$14) | $12 ($9–$15) | +$0 | $12 ($9–$15) | +$0 | $14 ($9–$20) | +$2 |
| Office visits | $424**,**** ($355-$493) | $609* ($506-$712) | +$185 | $591 ($506−$712) | +$167 | $763* ($595−$931) | +$339 |
| ED visits | $55**** ($37–$73) | $87 ($53–$121) | +$32 | $30**** ($7–$53) | −$25 | $139*,*** ($56–$223) | +$84 |
| Hospitalizations | $222 ($152–$291) | $268 ($162–$375) | +$46 | $71* ($16–$126) | −$151 | $343*** ($152–$535) | +$121 |
| Total | $984**** ($832–$1135) | $1381*,**** ($1157–$1607) | +$397 | $1162**** ($965–$1361) | +$178 | $1833*,**,*** ($1485–$2182) | +$849 |
One-way ANOVA was used to compare costs between cohorts. A Tukey multiple comparison procedure was used following a significant ANOVA result (p < 0.05) where appropriate
ANOVA analysis of variance, CI confidence interval, ED emergency department
* p < 0.05 vs. no dose adjustment group; ** p < 0.05 vs. one dose adjustment group; *** p < 0.05 vs. two dose adjustments group; **** p < 0.05 vs. three or more dose adjustments group
Estimated (Est) total cost of care (US$) by dose adjustment cohort
| Component | No dose adjustment, | One dose adjustment, | Two dose adjustments, | Three or more dose adjustments, | |||
|---|---|---|---|---|---|---|---|
| Est cost per patient (95% CI) | Est cost per patient (95% CI) | Difference vs. no dose adjustment group | Est cost per patient (95% CI) | Difference vs. no dose adjustment group | Est cost per patient (95% CI) | Difference vs. no dose adjustment group | |
| Est direct medical costs | $2182** ($1955–$2408) | $3739*,**** ($2695–$4783) | +$1557 | $3526**** ($2271–$4782) | +$1344 | $6387*,**,*** ($4100–$8673) | +$4205 |
| Est lost productivity | $984**** ($832–$1135) | $1381*,**** ($1157–$1607) | +$397 | $1162**** ($965–$1361) | +$178 | $1833*,**,*** ($1485–$2182) | +$849 |
| Est total cost | $3166*,**,*** ($2801–$3529) | $5120*,**** ($3898–$6344) | +$1954 | $4688*,**** ($3364–$6015) | +$1522 | $8220*,**,*** ($5716–$10,725) | +$5054 |
One-way ANOVA was used to compare costs between cohorts. A Tukey multiple comparison procedure was used following a significant ANOVA result (p < 0.05) where appropriate
ANOVA analysis of variance, CI confidence interval, Est estimated
* p < 0.05 vs. no dose adjustment group; ** p < 0.05 vs. one dose adjustment group; *** p < 0.05 vs. two dose adjustments group; **** p < 0.05 vs. three or more dose adjustments group
Mean TSH levels by patient group
| TSH levels in no dose adjustment group (U/mL) | TSH levels in ≥1 dose adjustment group (U/mL) |
| |
|---|---|---|---|
|
| 165 | 215 | <0.001a |
| Mean | 2.57 | 5.07 | <0.001b |
| SD | 2.51 | 11.04 | |
| Minimum | 0.06 | 00.1 | |
| Maximum | 15.9 | 100 |
TSH thyroid-stimulating hormone, SD standard deviation
a p value calculated using chi-square to compare proportion of patients in each group who had TSH testing (i.e., 165/227 vs. 215/227)
b p value calculated using t test to compare mean TSH levels between groups
Estimated direct medical costs (US$) among patients with GI conditions
| Component | GI conditions with no dose adjustment, | GI conditions with one dose adjustment, | GI conditions with two dose adjustments, | GI conditions with three or more dose adjustments, | |||
|---|---|---|---|---|---|---|---|
| Cost per patient (95% CI) | Cost per patient (95% CI) | Difference vs. no dose adjustment group | Cost per patient (95% CI) | Difference vs. no dose adjustment group | Cost per patient (95% CI) | Difference vs. no dose adjustment group | |
| Laboratory tests | $349 ($266–$432) | $422 ($330–$514) | +$73 | $447 ($311–$583) | +$114 | $524 ($398–$650) | +$175 |
| Thyroid medication | $503**** ($460–$546) | $592 ($523–$661) | +$89 | $484 ($380–$588) | −$19 | $828* ($343–$1300) | +$325 |
| Specialist visits | $224 ($164–$283) | $219 ($141–$297) | −$5 | $174 ($76–$272) | −$50 | $163 ($47–$278) | −$61 |
| Office visits | $1548 ($1142–$1954) | $2364 ($1802–$2926) | +$816 | $1999 ($1341–$2657) | +$451 | $2513 ($1628–$3398) | +$965 |
| ED visits | $0**** | $10 ($0–$211) | +$106 | $28 ($0–$55) | +$28 | $140 ($0–$280) | +$140 |
| Hospitalizations | $0**** | $1101 ($0–$2203) | +$1101 | $0 | +$0 | $3502 ($0–$6998) | +$3502 |
| Total | $2624**** ($2164–$3083) | $4804 ($2778–$6829) | +$2180 | $3148 ($2399–$3866) | +$524 | $7670* ($3518–$11,809) | +$5046 |
Costs use the higher value of estimated cost ranges for this analysis. Column total values are a per-patient average, and are not necessarily equal to the sum of component/row averages. One-way ANOVA was used to compare costs between cohorts. A Tukey multiple comparison procedure was used following a significant ANOVA result (p < 0.05) where appropriate
ANOVA analysis of variance, CI confidence interval, ED emergency department, GI gastrointestinal
* p < 0.05 vs. no dose adjustment group; ** p < 0.05 vs. one dose adjustment group; *** p < 0.05 vs. two dose adjustments group; **** p < 0.05 vs. three or more dose adjustments group
Per-patient cost comparison (US$) of selected chronic disease categories/drugs per year.
Adapted from Hallert 2014; Owens 2014; Sun 2014; Rachana 2014 [44–47]
| Disease | Estimated direct costs | Estimated lost productivity costs | Estimated total costs |
|---|---|---|---|
| Hypothyroidism, no dose changesa | $1091 | $492 | $1583 |
| Hypothyroidism, three or more dose changesa | $3194 | $916 | $4110 |
| Rheumatoid arthritis [ | $5720 | $5822 | $11,542 |
| Fibromyalgia [ | $10,312 | $4950 | $15,262 |
| Hypertension [ | $6645 | $4230 | $10,875 |
aEstimated levothyroxine annual costs are 50% of 24-month study period costs (Table 6)
| CONTROL HE study quantifies for the first time the economic burden resulting from levothyroxine dose adjustments. |
| There were significant differences found in resource consumption across the four dose adjustment cohorts for laboratory testing, thyroid medications, general physician and specialist office visits, and emergency department visits/hospitalizations. |
| When both direct and indirect costs of care were considered, significant and escalating differences in total costs per patient were observed across the four dose adjustment groups. |
| Given the multiple reasons for titrating levothyroxine, increased awareness of the economic consequences of such therapy changes may offer an effective tool to educate healthcare providers and improve outcomes for patients with hypothyroidism. |