| Literature DB >> 31703080 |
Harminder Singh1,2,3,4, Zoann Nugent1,3, A Walkty2, B Nancy Yu4,5, Lisa M Lix4, Laura E Targownik1,2, Charles N Bernstein1,2, Julia Witt6.
Abstract
BACKGROUND: Even though the incidence of community-acquired Clostridium difficile infection (CDI) is reported to be increasing, few studies have reported on the healthcare costs of community-acquired CDI. We estimated cost of care for individuals with community-associated CDI and compared with that for matched controls without CDI in the time period of six months before to one year after CDI.Entities:
Year: 2019 PMID: 31703080 PMCID: PMC6839863 DOI: 10.1371/journal.pone.0224609
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of CDI cases and controls without community associated CDI by time period of follow-up before and after CDI diagnosis.
| Time | 1 year—6 months prior | 6 months—1 day prior | CDI—6 months post | 6 months—1 year post | ||||
|---|---|---|---|---|---|---|---|---|
| Case | Control | Case | Control | Case | Control | Case | Control | |
| N | 1,887 | 7,307 | 1,887 | 7,307 | 1,637 | 6,321 | 1,503 | 5,740 |
| Male (%) | 37.5 | 37.7 | 37.5 | 37.7 | 37.5 | 37.4 | 37.8 | 37.6 |
| Dialysis (%) | 1.8 | 0.1 | 2.0 | 0.1 | 1.4 | 0.1 | 1.3 | 0.1 |
| Diabetes diagnosis (%) | 15.0 | 12.4 | 15.6 | 13.0 | 14.4 | 12.7 | 14.5 | 13.0 |
| Charlson Co-morbidity Index score (without Diabetes or Renal failure) (%) | ||||||||
| 0 | 68.3 | 81.9 | 66.7 | 80.9 | 68.3 | 81.2 | 65.8 | 81.2 |
| 1 | 17.6 | 11.2 | 17.4 | 11.9 | 16.8 | 11.8 | 16.8 | 11.5 |
| 2 | 9.2 | 5.1 | 10.3 | 5.3 | 9.7 | 5.3 | 10.5 | 5.4 |
| 3+ | 4.9 | 1.8 | 5.6 | 2.0 | 5.2 | 1.7 | 6.9 | 1.9 |
| Age (years) | ||||||||
| Median | 56 | 55 | 56 | 55 | 55 | 54 | 56 | 55 |
| Lower Quartile | 41 | 40 | 41 | 41 | 40 | 40 | 41 | 41 |
| Upper Quartile | 70 | 69 | 71 | 69 | 68 | 67 | 69 | 67 |
| Ambulatory Care Contacts in the year prior to the evaluated time period (n) | ||||||||
| Median | 10 | 6 | 10 | 6 | 12 | 6 | 15 | 6 |
| Lower Quartile | 5 | 3 | 5 | 3 | 6 | 2 | 9 | 3 |
| Upper Quartile | 19 | 12 | 19 | 12 | 20 | 12 | 24 | 12 |
| SEFI Socio-economic Measure | ||||||||
| Median | -0.18 | -0.18 | -0.18 | -0.18 | -0.21 | -0.19 | -0.21 | -0.19 |
| Lower Quartile | -0.70 | -0.69 | -0.70 | -0.69 | -0.72 | -0.70 | -0.72 | -0.71 |
| Upper Quartile | 0.27 | 0.28 | 0.27 | 0.28 | 0.26 | 0.27 | 0.26 | 0.27 |
| Recurrence (% of all CDI cases) | ||||||||
| Yes | 12.7 | 12.7 | 12.2 | 11.9 | ||||
| No, but later infection (i.e. 2 or more episodes) | 5.9 | 5.9 | 5.8 | 5.7 | ||||
| No | 81.4 | 81.4 | 82.0 | 82.4 | ||||
Cost of healthcare for CDI cases and controls without community-associated CDI by time period of follow-up before and after CDI diagnosis (2016 constant Canadian dollars).
| Number of Individuals | Total annual cost | Median | 75th percentile | 90th percentile | |
|---|---|---|---|---|---|
| 12–6 m prior to index date | |||||
| CDI cases | 1887 | 15,961,986 | 682 | 2088 | 8110 |
| Controls | 7307 | 19,503,288 | 317 | 863 | 2156 |
| Incremental adjusted CDI Cost (from multivariable model) | 137 | 312 | 1473 | ||
| 6 m– 1 day prior to index date | |||||
| CDI cases | 1887 | 13,596,512 | 933 | 2566 | 8554 |
| Controls | 7307 | 21,062,756 | 319 | 926 | 2339 |
| Incremental adjusted CDI Cost (from multivariable model) | 330 | 610 | 1895 | ||
| CDI– 6 m post CDI | |||||
| CDI cases | 1637 | 26,905,230 | 1561 | 6107 | 16358 |
| Controls | 6321 | 18,478,716 | 313 | 875 | 2211 |
| Incremental adjusted CDI Cost (from multivariable model) | 734 | 3916 | 8186 | ||
| 6–12 m post CDI | |||||
| CDI cases | 1503 | 11,645,036 | 722 | 2133 | 8009 |
| Controls | 5740 | 14,974,800 | 307 | 856 | 2180 |
| Incremental adjusted Cost (from multivariable model) | 68 | 192 | 1397 | ||
Incremental adjusted CDI Cost from multivariate model, adjusted for differences between those with and without CDI, such as presence of comorbidities, which influence costs.
Estimates from multivariable quantile regression models for additional cost of healthcare (in 2016 Canadian dollars) for individuals with community-associated CDI by time period of follow-up before and after CDI diagnosis.
| Median (95% CI) costs | 75th percentile (95% CI) costs | 90th percentile (95% CI) costs | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Before CDI | After CDI | Before CDI | After CDI | Before CDI | After CDI | |||||||
| 1y – 6m | 6m – 1d | diagnosis– 6m | 6m – 1y | 1y – 6m | 6m – 1d | CDI– 6m | 6m – 1y | 1y – 6m | 6m – 1d | CDI– 6m | 6m – 1y | |
| CDI vs without CDI | 137 | 330 | 734 | 68 | 312 | 610 | 3916 | 192 | 1473 | 1895 | 8186 | 1397 |
| (124, 150) | (317, 344) | (717, 752) | (47, 88) | (276, 348) | (573, 648) | (3875, 3957) | (149, 236) | (1355, 1591) | (1761, 2029) | (8072, 8300) | (1260, 1535) | |
Multivariable quantile regression models for potential predictors of cost of care (in 2016 Canadian dollars) among individuals with community-associated CDI by time period of follow up (before and after initial CDI) *.
| Median (95% CI) costs | 75th percentile (95% CI) costs | 90th percentile (95% CI) costs | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Before CDI | After CDI | Before CDI | After CDI | Before CDI | After CDI | ||||||||
| 1y – 6m | 6m – 1d | CDI– 6m | 6m – 1y | 1y – 6m | 6m – 1d | CDI– 6m | 6m – 1y | 1y – 6m | 6m – 1d | CDI– 6m | 6m – 1y | ||
| Intercept | 153 | 296 | 491 | 274 | 344 | 699 | 1463 | 378 | 891 | 1137 | 5008 | 962 | |
| (60, 246) | (166, 425) | (153, 830) | (89, 459) | (104, 584) | (385, 1013) | (107, 2819) | (-100, 856) | (93, 1689) | (-158, 2431) | (994, 9022) | (-1423, 3347) | ||
| Type of CDI | Recurrent vs Single Episode | 28 | 157 | 1812 | 21 | 107 | 4 | 7086 | -43 | 1386 | 380 | 25256 | 628 |
| (-53, 109) | (47, 267) | (1559, 2064) | (-90, 132) | (-102, 316) | (-263, 270) | (6074, 8098) | (-330, 243) | (691, 2080) | (-718, 1478) | (22261, 28252) | (-800, 2057) | ||
| Second/later vs Single episode | 172 | 186 | 3139 | 329 | 508 | 1348 | 5113 | 1312 | 5436 | 3574 | 20013 | 12156 | |
| (59, 286) | (32, 339) | (2782, 3496) | (172, 486) | (215, 801) | (975, 1721) | (3683, 6542) | (908, 1717) | (4462, 6410) | (2037, 5110) | (15782, 24244) | (10139, 14173) | ||
| Male vs Female | -3 | 31 | 28 | -94 | 108 | 141 | 1061 | -56 | 810 | 1329 | 3975 | 604 | |
| (-58, 52) | (-44, 105) | (-142, 198) | (-167, -21) | (-33, 250) | (-40, 322) | (381, 1742) | (-244, 133) | (338, 1282) | (584, 2074) | (1961, 5989) | (-336, 1544) | ||
| Diabetes Diagnosis | 717 | 904 | 1245 | 634 | 1962 | 1669 | 1070 | 925 | 6467 | 3445 | -1317 | 3929 | |
| (638, 796) | (799, 1009) | (994, 1495) | (527, 740) | (1759, 2165) | (1414, 1925) | (66, 2074) | (651, 1198) | (5792, 7143) | (2392, 4498) | (-4289, 1655) | (2563, 5295) | ||
| Dialysis | 15044 | 5752 | 21650 | 5566 | 48162 | 14550 | 60410 | 38966 | 108427 | 29536 | 197689 | 63974 | |
| (14840, 15247) | (5488, 6017) | (20935, 22365) | (5244, 5889) | (47638, 48685) | (13908, 15193) | (57545, 63275) | (38135, 39798) | (106684, 110169) | (26889, 32183) | (189209, 206170) | (59826, 68123) | ||
| SEFI | -7 | -15 | 59 | 0 | 21 | 71 | 227 | 26 | 153 | 34 | 818 | 114 | |
| (-38, 24) | (-56, 27) | (-35, 153) | (-40, 40) | (-57, 100) | (-30, 171) | (-149, 602) | (-79, 130) | (-109, 415) | (-381, 449) | (-295, 1930) | (-405, 634) | ||
| Age (yrs) | 18–39 | -110 | -121 | -318 | -180 | -161 | -260 | -679 | -127 | -528 | -311 | -1119 | -457 |
| (-197, -23) | (-239, -3) | (-582, -55) | (-292, -67) | (-385, 63) | (-546, 26) | (-1735, 378) | (-417, 163) | (-1273, 217) | (-1488, 866) | (-4246, 2008) | (-1904, 989) | ||
| 40–49 | -83 | -108 | -262 | -136 | -195 | -255 | -781 | -62 | -355 | -139 | -1510 | -492 | |
| (-178, 13) | (-238, 21) | (-553, 29) | (-259, -13) | (-440, 49) | (-570, 59) | (-1949, 386) | (-379, 255) | (-1170, 460) | (-1436, 1159) | (-4965, 1945) | (-2074, 1090) | ||
| 50–59 | 21 | -32 | -243 | 41 | -8 | -17 | -665 | 189 | -339 | 159 | 2326 | 655 | |
| (-68, 110) | (-152, 87) | (-508, 22) | (-73, 155) | (-238, 221) | (-307, 273) | (-1726, 397) | (-105, 482) | (-1102, 424) | (-1037, 1355) | (-816, 5468) | (-810, 2120) | ||
| 70–79 | 231 | 332 | 979 | 33 | 183 | 189 | 2794 | 444 | 985 | 127 | 6712 | 429 | |
| (135, 326) | (203, 462) | (684, 1274) | (-91, 158) | (-62, 429) | (-125, 504) | (1613, 3975) | (122, 765) | (168, 1802) | (-1170, 1424) | (3216, 10207) | (-1174, 2032) | ||
| 80+ | 487 | 269 | 2483 | 174 | 813 | 456 | 6454 | 222 | 985 | 2785 | 13278 | 1665 | |
| (386, 588) | (136, 401) | (2155, 2811) | (36, 313) | (553, 1073) | (133, 778) | (5140, 7768) | (-135, 579) | (121, 1850) | (1455, 4114) | (9389, 17168) | (-117, 3446) | ||
| CCI score | 3+ | 1592 | 2193 | 1817 | 1591 | 4852 | 5449 | 5590 | 5205 | 25994 | 6111 | 3139 | 5182 |
| (1460, 1723) | (2024, 2361) | (1424, 2209) | (1441, 1740) | (4514, 5191) | (5040, 5858) | (4017, 7163) | (4820, 5590) | (24867, 27121) | (4427, 7795) | (-1517, 7795) | (3261, 7103) | ||
| 2 | 835 | 805 | 1191 | 782 | 3189 | 3369 | 6223 | 1829 | 12390 | 8685 | 11948 | 5482 | |
| (736, 934) | (675, 935) | (894, 1488) | (659, 905) | (2934, 3445) | (3054, 3685) | (5033, 7413) | (1512, 2147) | (11540, 13240) | (7384, 9985) | (8425, 15470) | (3897, 7068) | ||
| 1 | 342 | 142 | 321 | 176 | 805 | 236 | 788 | 169 | 4116 | 1743 | 3598 | 195 | |
| (268, 417) | (40, 244) | (91, 552) | (78, 275) | (613, 997) | (-10, 483) | (-135, 1712) | (-85, 422) | (3477, 4755) | (726, 2759) | (863, 6332) | (-1071, 1461) | ||
| Physician Usage (by quartile of use) | Highest | 1081 | 1349 | 1529 | 736 | 2351 | 2759 | 4062 | 2455 | 5704 | 8496 | 6515 | 6330 |
| (993, 1168) | (1229, 1469) | (1218, 1840) | (561, 911) | (2126, 2575) | (2468, 3050) | (2817, 5307) | (2004, 2906) | (4956, 6452) | (7297, 9695) | (2830, 10201) | (4078, 8581) | ||
| Third | 349 | 332 | 391 | 191 | 635 | 621 | 851 | 391 | 1318 | 1655 | -38 | 638 | |
| (264, 433) | (215, 449) | (87, 695) | (16, 366) | (418, 851) | (337, 905) | (-367, 2068) | (-60, 842) | (597, 2039) | (486, 2825) | (-3642, 3566) | (-1610, 2887) | ||
| Second | 117 | 148 | 118 | 64 | 253 | 176 | 256 | 121 | 393 | 198 | -1368 | 270 | |
| (33, 200) | (31, 264) | (-197, 433) | (-121, 249) | (37, 468) | (-107, 459) | (-1006, 1518) | (-357, 598) | (-325, 1111) | (-969, 1365) | (-5103, 2368) | (-2113, 2654) | ||
* Each time period analysis was limited to those surviving to the end of the period.
Intercepts represent the cost when all variables are set to reference values for example, the intercept provides the median cost for a 60–69 year old female subject without, diabetes or dialysis, who had median SEFI score and no comorbidities contributing to Charlson comorbidity score and low previous ambulatory care use.
Fig 1Daily median costs for CDI cases and controls without community-associated CDI, over six months before and after index date.
Fig 2Cumulative median, 75th percentile, and 90th percentile costs for community-associated CDI cases and controls without CDI.
Fig 3Cumulative median costs for those with single episode of community-associated CDI, recurrent and one or more subsequent CDI episodes.