| Literature DB >> 30903570 |
Daniel J Lobatto1, Wilbert B van den Hout2, Amir H Zamanipoor Najafabadi3, Anath N V Steffens3, Cornelie D Andela4, Alberto M Pereira4, Wilco C Peul3,5, Wouter R van Furth3, Nienke R Biermasz4, Thea P M Vliet Vlieland6.
Abstract
PURPOSE: Non-functioning pituitary adenomas (NFPA) have a substantial impact on patients' health status, yet research on the extent of healthcare utilization and costs among these patients is scarce. The objective was to determine healthcare usage, associated costs, and their determinants among patients treated for an NFPA.Entities:
Keywords: Costs; Healthcare utilization; Multidisciplinary; NFPA; Pituitary adenoma; Value based healthcare
Year: 2019 PMID: 30903570 PMCID: PMC6531397 DOI: 10.1007/s12020-019-01847-7
Source DB: PubMed Journal: Endocrine ISSN: 1355-008X Impact factor: 3.633
Fig. 1Flow chart of in-/exclusion of patients with an NFPA
Characteristics of 167 patients diagnosed with and treated for an NFPA categorized by endocrine deficits
| Total | No deficits | Hypopituitarism | ||
|---|---|---|---|---|
| Demographic characteristics | ||||
| Sex, | ||||
| Female | 74 (44.3) | 28 (60.9) | 46 (38.0) |
|
| Age in years, mean (SD) | 66.8 (12.1) | 66.9 (11.2) | 66.8 (12.5) | 0.963 |
| Marital status, | ||||
| Relationship/married | 128 (76.6) | 36 (77.8) | 92 (76.0) | 0.840 |
| Education, | ||||
| Low | 71 (42.5) | 21 (45.7) | 50 (41.3) | |
| Intermediate | 41 (24.6) | 10 (21.7) | 31 (25.6) | |
| High | 55 (32.9) | 15 (32.6) | 40 (33.1) | 0.838 |
| Employment status, | ||||
| Paid job | 58 (34.9) | 20 (44.4) | 38 (31.4) | |
| No paid job | 25 (15.1) | 4 (8.9) | 21 (17.4) | |
| Retired | 84 (50.3) | 22 (46.7) | 62 (51.2) | 0.229 |
| Disease characteristics | ||||
| Time since diagnosis in years, median (IQR) | 9.0 (4.8–18.4) | 6.8 (4.5–13.5) | 10.3 (5.1–19.4) | 0.054 |
| Treatment, | ||||
| Wait-and-scan | 22 (13.2) | 13 (28.3) | 9 (7.4) | |
| Surgery | 104 (62.3) | 28 (60.9) | 76 (62.8) | |
| Postoperative radiotherapy | 41 (24.6) | 5 (10.9) | 36 (29.8) | < |
| Current health status | ||||
| EQ-5D score, mean (SD)a | 0.910 (0.089) | 0.914 (0.075) | 0.909 (0.094) | 0.771 |
| EQ-5D VAS, mean (SD)a | 73.6 (20.5) | 74.8 (21.8) | 73.2 (20.1) | 0.660 |
| SF-36 PCS, mean (SD)a | 44.5 (10.6) | 44.6 (10.0) | 44.4 (10.8) | 0.899 |
| SF-36 MCS, mean (SD)a | 50.7 (10.3) | 51.0 (10.7) | 50.6 (10.2) | 0.788 |
| LBNQ-Pituitary index score, mean (SD)b | 13.4 (15.9) | 11.5 (15.6) | 14.0 (16.0) | 0.397 |
Due to rounding, not all percentages of the categorical variables add up to 100%
NFPA non-functioning pituitary adenoma, N number, SD standard deviation, IQR interquartile range, VAS visual analog scale, EQ-5D EuroQoL, SF-36 short form-36, LBNQ-Pituitary Leiden bother and needs questionnaire-pituitary, MCS mental component scale, PCS physical component scale
aHigher scores indicate better HRQoL
bLower scores indicate lower disease burden
Bold values indicates p < 0.05
Average healthcare usage over the past 12 months in 167 patients with NFPA categorized by endocrine deficits
| Healthcare service | Total | No endocrine deficits ( | Hypopituitarism | ||||
|---|---|---|---|---|---|---|---|
| Number of patients, % | Visits among those visiting, mean | Number of patients, % | Visits among those visiting, mean | Number of patients, % | Visits among those visiting, mean | ||
| General practitioner | 51.5 | 4.1 | 50.0 | 4.8 | 52.1 | 3.9 | 0.101 |
| NFPA related medical specialists | |||||||
| Endocrinologist | 94.6 | 2.1 | 89.1 | 1.8 | 96.7 | 2.2 | 0.685 |
| Neurosurgeon | 13.9 | 1.7 | 19.6 | 1.1 | 11.7 | 2.1 | 0.084 |
| Ophthalmologist | 58.4 | 2.1 | 65.2 | 2.4 | 55.8 | 2.0 | 0.311 |
| ENT-doctor | 9.0 | 1.8 | 15.2 | 1.1 | 6.7 | 2.4 | 0.179 |
| Neurologist | 9.6 | 2.2 | 8.7 | 2.0 | 10.0 | 2.3 | 0.885 |
| Radiation oncologist | 1.8 | 1.3 | 2.2 | 1.0 | 1.7 | 1.5 | 0.642 |
| Cardiologist | 10.2 | 1.8 | 10.9 | 1.2 | 9.9 | 2.0 | 0.907 |
| Internist | 11.4 | 2.2 | 10.9 | 2.0 | 11.7 | 2.2 | 0.151 |
| Others | 24.6 | 2.2 | 32.6 | 2.1 | 21.5 | 2.3 | 0.798 |
| Total number of different specialists | |||||||
| 0 | 1.2 | – | 2.2 | – | 0.8 | – | |
| 1 | 24.6 | 1.9 | 23.9 | 1.5 | 24.8 | 2.0 | |
| 2 | 37.1 | 3.6 | 26.1 | 3.3 | 41.3 | 3.7 | |
| 3 | 20.4 | 5.3 | 26.1 | 4.8 | 18.3 | 5.5 | |
| 4 or more | 16.2 | 11.9 | 21.7 | 10.4 | 14.2 | 12.8 | 0.300 |
| Occupational care | |||||||
| Occupational physician | 6.6 | 3.8 | 6.5 | 1.0 | 6.7 | 4.9 | 0.054 |
| Mental healthcare | |||||||
| Psychologist/psychiatrist | 8.4 | 8.2 | 4.3 | 5.0 | 10.0 | 8.8 | 0.764 |
| Allied health professionals | |||||||
| Physiotherapist | 26.5 | 12.2 | 26.1 | 9.3 | 26.7 | 13.2 | 0.271 |
| Speech therapist | 0.6 | 10.0 | – | – | 0.8 | 10.0 | 1.00 |
| Dietician | 6.6 | 2.3 | 6.5 | 2.7 | 6.7 | 2.1 | 0.431 |
| Occupational therapist | 0 | – | 0 | – | 0 | – | – |
| Total number of different allied health professionals | |||||||
| 0 | 64.7 | – | 69.6 | – | 63.3 | – | |
| 1 | 29.9 | 9.2 | 23.9 | 6.1 | 32.5 | 10.1 | |
| 2 | 4.2 | 17.4 | 4.3 | 14.0 | 4.2 | 18.8 | |
| 3 | 0.6 | 28.0 | 2.2 | 28.0 | 0 | – | |
| 4 | 0 | – | 0 | – | 0 | – | 0.244 |
| Emergency care | |||||||
| Ambulance rides, | 6.0 | 1.2 | 2.2 | 1.0 | 7.4 | 1.2 | 1.00 |
| Emergency room visit(s), | 11.4 | 1.3 | 8.7 | 1.0 | 12.4 | 1.3 | 0.622 |
| Hospital admission(s) | 13.8 | 6.8 | 13.0 | 4.0 | 14.0 | 16.2 | 0.222 |
| Home care | |||||||
| Community nurse, | 1.2 | 122.5 | – | – | 1.7 | 122.5 | – |
| Informal care, | 3.0 | 87.2 | 4.3 | 118.0 | 2.5 | 66.7 | 0.287 |
| Household help, | 3.6 | 132.3 | 6.5 | 185.3 | 2.5 | 79.3 | 0.306 |
NFPA non-functioning pituitary adenoma, N number, SD standard deviation
p-value based on number and frequency of visits, (bold) p < 0.05
Medical and medication costs in euros (€) over the past 12 months in 167 patients with an NFPA categorized by endocrine deficits
| Total | No endocrine deficits | Hypopituitarism | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Medical costs | Number of patients | Costs among those visiting | Number of patients | Costs among those visiting | Number of patients | Costs among those visiting | Overall | ||||||
|
| % | mean | SD |
| % | mean | SD |
| % | mean | SD | ||
| General practitioner | 86 | 51.5 | 135.67 | 131.28 | 23 | 50.0 | 159.00 | 156.99 | 63 | 52.1 | 126.97 | 120.68 | 0.498 |
| Specialist care | 165 | 98.8 | 444.52 | 511.96 | 45 | 97.8 | 438.82 | 428.71 | 120 | 99.2 | 446.66 | 541.52 | 0.878 |
| Allied health professionalsa | 58 | 34.9 | 348.21 | 378.54 | 14 | 30.4 | 289.93 | 245.31 | 44 | 36.7 | 366.75 | 412.67 | 0.339 |
| Mental healthcareb | 14 | 8.4 | 525.71 | 449.88 | 2 | 4.3 | 320.00 | 271.53 | 12 | 10.0 | 560.00 | 472.77 | 0.211 |
| Ambulance rides | 10 | 6.0 | 618.00 | 325.71 | 1 | 2.2 | 515.00 | – | 9 | 7.4 | 629.44 | 343.33 | 0.215 |
| Emergency room visits | 19 | 11.4 | 327.16 | 169.22 | 4 | 8.7 | 259.00 | 0.00 | 15 | 12.4 | 345.33 | 187.45 | 0.323 |
| Hospitalization | 23 | 13.8 | 6188.00 | 10737.13 | 6 | 13.0 | 1904.00 | 2624.48 | 17 | 14.0 | 7700.00 | 12126.60 | 0.282 |
| Home carec | 7 | 4.2 | 12094.57 | 5731.49 | 3 | 6.5 | 17462.67 | 2058.55 | 4 | 3.3 | 8068.50 | 3527.91 | 0.060 |
| Total medical costs | 167 | 100 | 2103.43 | 6420.38 | 46 | 100 | 2028.41 | 4610.01 | 121 | 100 | 2131.95 | 7003.58 | 0.926 |
Reference prices are presented in Supplementary Table 4
NFPA non-functioning pituitary adenoma, N number, IQR interquartile range
aPhysiotherapists, Speech therapists, Dieticians, Occupational therapists
bPsychiatrists, psychologists
cCommunity nurse, informal care, household help
Bold values indicates p < 0.05
Logistic/linear regression analysis per determinant for medical specialist utilization and costs among patients with an NFPA
| Determinant | High specialist utilization | Healthcare costs | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| 95% CI | |||
| Sociodemographic | ||||||
| Sex (ref: male gender)a | 1.504 | 0.804;2.814 | 0.202 | 1606 | −404;3617 | 0.117 |
| Ageb |
|
|
| 51 | −32;133 | 0.226 |
| Marital status (ref: relationship/married)a,b | ||||||
| Single/divorced/widow | 2.195 | 0.982;4.905 | 0.055 |
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| Education (ref: high)a,b | ||||||
| Intermediate | 1.559 | 0.728;3.337 | 0.253 | 1666 | −980;4311 | 0.216 |
| Low | 1.778 | 0.768;4.116 | 0.179 | 687 | −1712;3087 | 0.572 |
| Employment status (ref: paid job)a,b | ||||||
| No paid job | 0.580 | 0.206;1.635 | 0.303 | −941 | −4235;2354 | 0.574 |
| Retired | 0.608 | 0.221;1.674 | 0.336 | −1061 | −4293;2171 | 0.518 |
| Disease specific | ||||||
| Time since diagnosisa,b |
|
|
| 91 | −9;191 | 0.074 |
| Treatment (ref: wait-and-scan)a,b | ||||||
| Surgery | 0.656 | 0.483;3.179 | 0.656 | 484 | −2520;3488 | 0.751 |
| Postoperative radiotherapy | 0.644 | 0.442;3.743 | 0.644 | 1895 | −1520;5310 | 0.275 |
| Endocrine status (ref: no deficits)a,b,c | ||||||
| Hypopituitarism | 0.734 | 0.414;1.861 | 0.734 | 1456 | −945;3857 | 0.233 |
| HRQoL, utility, disease bother and needs for support | ||||||
| SF-36a,b | ||||||
| Mental component scale |
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| − | − |
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| Physical component scale |
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| − | − | < |
| EQ-5Da,b | ||||||
| EQ index (rescaled to 0–100) |
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| − | − | < |
| EQ VAS (scale 0–100) |
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| − | − | < |
| Disease bother (LBNQ-Pituitary)a,b | ||||||
| Physical and cognitive complaints |
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| Mood |
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| Negative illness perceptions |
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| 61 | −5;127 | 0.070 |
| Sexual functioning |
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| Social functioning |
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| Total index score |
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| Needs for support (LBNQ-Pituitary)a,b | ||||||
| Physical and cognitive complaints |
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| Mood |
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| Sexual functioning | 1.013 | 0.998;1.029 | 0.096 |
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| Social functioning |
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| Total index score |
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SF-36, EQ-5D: higher scores indicate better HRQoL or utility/LBNQ-Pituitary: lower scores indicate lower disease bother or needs for support
Ref reference category, (bold) p < 0.05, OR odds ratio, CI confidence interval, HRQoL Health-Related-Quality of Life, SF-36 Short Form-36, EQ-5D EuroQoL, LBNQ-Pituitary Leiden Bother and Needs Questionnaire
a,b,cAdjusted for age (1), gender (2), treatment (3)
Fig. 2Overall costs among all patients with an NFPA A, categorized per endocrine status B, treatment algorithm C and duration of follow up D