| Literature DB >> 32935002 |
Stuart William Jarvis1, John Livingston2, Anne-Marie Childs2, Lorna Fraser1.
Abstract
INTRODUCTION: Neurological conditions are a major and increasing cause of hospitalisation among children and young people, but little is known about the impact of neurological conditions on hospital services in England, nor the factors that influence length of stay and bed days per year.Entities:
Year: 2018 PMID: 32935002 PMCID: PMC7299487 DOI: 10.23889/ijpds.v3i1.421
Source DB: PubMed Journal: Int J Popul Data Sci ISSN: 2399-4908
Figure 1: Construction of the cohort and datasets used. ‘HES’ refers to Hospital Episode Statistics; ‘A&E’ refers to Accident and Emergency.| Financial years | ||||
|---|---|---|---|---|
| 2003/04-2006/07 | 2007/08-2010/11 | 2011/12-2014/15 | Overall in cohort | |
| Persons with an inpatient admission | ||||
|
| ||||
| any neur. diagnosis | 213991 | 278696 | 371965 | 524442 |
| primary neur. diagnosis | 109634 | 131469 | 155535 | 272250 |
| Inpatient admissions | ||||
|
| ||||
| any neur. diagnosis | 438642 | 536496 | 690437 | 1665575 |
| primary neur. diagnosis | 196508 | 214514 | 240335 | 651357 |
| Bed days | ||||
|
| ||||
| any neur. diagnosis | 2103226 | 2449850 | 2878647 | 7431723 |
| primary neur. diagnosis | 955387 | 977225 | 1038778 | 2971390 |
| Persons with unknown bed days in year | 522 | 656 | 753 | N/A |
0.2% | 0.2% | 0.2% | N/A | |
| Persons with an inpatient admission by gender | ||||
|
| ||||
| Male | 121089 | 158992 | 213864 | 300236 |
56.6% | 57.0% | 57.5% | 57.2% | |
| Female | 92861 | 119633 | 158013 | 224006 |
43.4% | 42.9% | 42.5% | 42.7% | |
| Unknown | 41 | 71 | 88 | 200 |
0.0% | 0.0% | 0.0% | 0.0% | |
| Persons with an inpatient admission by ethnic group | ||||
|
| ||||
| White | 166151 | 217309 | 283097 | 398781 |
77.6% | 78.0% | 76.1% | 76.0% | |
| Indian | 3880 | 5658 | 7829 | 10485 |
1.8% | 2.0% | 2.1% | 2.0% | |
| Pakistani | 9204 | 13640 | 19056 | 21372 |
4.3% | 4.9% | 5.1% | 4.1% | |
| Bangladeshi | 2358 | 3535 | 5124 | 6379 |
1.1% | 1.3% | 1.4% | 1.2% | |
| Black | 8661 | 13910 | 21351 | 27648 |
4.0% | 5.0% | 5.7% | 5.3% | |
| Chinese | 429 | 700 | 1038 | 1348 |
0.2% | 0.3% | 0.3% | 0.3% | |
| Mixed ethnicity | 4320 | 7701 | 12787 | 15477 |
2.0% | 2.8% | 3.4% | 3.0% | |
| Other ethnicity | 5643 | 9530 | 15672 | 19476 |
2.6% | 3.4% | 4.2% | 3.7% | |
| Unknown | 13345 | 6713 | 6011 | 23476 |
6.2% | 2.4% | 1.6% | 4.5% | |
| Persons with an inpatient admission by age group | ||||
|
| ||||
| Under 1 | 30080 | 41469 | 53162 | N/A |
14.1% | 14.9% | 14.3% | N/A | |
| 1-4 | 50270 | 67766 | 98312 | N/A |
23.5% | 24.3% | 26.4% | N/A | |
| 5-9 | 47664 | 58598 | 81228 | N/A |
22.3% | 21.0% | 21.8% | N/A | |
| 10-14 | 45115 | 55777 | 69365 | N/A |
21.1% | 20.0% | 18.6% | N/A | |
| 15-19 | 40862 | 55086 | 69898 | N/A |
19.1% | 19.8% | 18.8% | N/A | |
| Persons with an inpatient admission by diagnostic group | ||||
|
| ||||
| Malignant neoplasms (C) | 3876 | 4397 | 4401 | N/A |
1.8% | 1.6% | 1.2% | N/A | |
| Benign neoplasms (D) | 521 | 634 | 743 | N/A |
0.2% | 0.2% | 0.2% | N/A | |
| Metabolic (E) | 4665 | 6062 | 6828 | N/A |
2.2% | 2.2% | 1.8% | N/A | |
| Mental/behavioural (F) | 43150 | 66505 | 116996 | N/A |
20.2% | 23.9% | 31.5% | N/A | |
| Nervous system (G) | 136018 | 167785 | 213273 | N/A |
63.6% | 60.2% | 57.3% | N/A | |
| Congenital (Q) | 43246 | 57135 | 71826 | N/A |
20.2% | 20.5% | 19.3% | N/A | |
| Other (R) | 17685 | 27598 | 42013 | N/A |
8.3% | 9.9% | 11.3% | N/A | |
| Persons with an inpatient admission by main diagnostic group | ||||
|
| ||||
| Malignant neoplasms (C) | 3515 | 3993 | 3846 | 4360 |
1.6% | 1.4% | 1.0% | 0.8% | |
| Benign neoplasms (D) | 297 | 347 | 405 | 666 |
0.1% | 0.1% | 0.1% | 0.1% | |
| Metabolic (E) | 4179 | 5263 | 5913 | 5598 |
2.0% | 1.9% | 1.6% | 1.1% | |
| Mental/behavioural (F) | 30089 | 45083 | 77749 | 103058 |
14.1% | 16.2% | 20.9% | 19.7% | |
| Nervous system (G) | 127542 | 155656 | 191688 | 284879 |
59.6% | 55.9% | 51.5% | 54.3% | |
| Congenital (Q) | 34239 | 45998 | 57933 | 58941 |
16.0% | 16.5% | 15.6% | 11.2% | |
| Other (R) | 14130 | 22356 | 34431 | 66940 |
6.6% | 8.0% | 9.3% | 12.8% | |
| Persons with an inpatient admission by deprivation category | ||||
|
| ||||
| 1 (most deprived) | 62767 | 81488 | 109895 | N/A |
29.3% | 29.2% | 29.5% | N/A | |
| 2 | 45559 | 59414 | 82435 | N/A |
21.3% | 21.3% | 22.2% | N/A | |
| 3 | 38091 | 48932 | 67762 | N/A |
17.8% | 17.6% | 18.2% | N/A | |
| 4 | 34545 | 43475 | 57211 | N/A |
16.1% | 15.6% | 15.4% | N/A | |
| 5 (least deprived) | 32925 | 42119 | 54636 | N/A |
15.4% | 15.1% | 14.7% | N/A | |
| Unknown | 104 | 3268 | 26 | N/A |
0.0% | 1.2% | 0.0% | N/A | |
| Persons with an inpatient admission by Government Office Region of residence | ||||
|
| ||||
| North East | 13019 | 16441 | 20038 | N/A |
6.1% | 5.9% | 5.4% | N/A | |
| North West | 33430 | 44040 | 55140 | N/A |
15.6% | 15.8% | 14.8% | N/A | |
| Yorkshire and Humber | 21295 | 27026 | 36615 | N/A |
10.0% | 9.7% | 9.8% | N/A | |
| East Midlands | 18339 | 22639 | 27332 | N/A |
8.6% | 8.1% | 7.3% | N/A | |
| West Midlands | 24361 | 32165 | 43138 | N/A |
11.4% | 11.5% | 11.6% | N/A | |
| East of England | 20550 | 27093 | 38036 | N/A |
9.6% | 9.7% | 10.2% | N/A | |
| London | 29304 | 40389 | 60829 | N/A |
13.7% | 14.5% | 16.4% | N/A | |
| South East | 32112 | 41994 | 56273 | N/A |
15.0% | 15.1% | 15.1% | N/A | |
| South West | 21581 | 26909 | 34564 | N/A |
10.1% | 9.7% | 9.3% | N/A | |
Figure 2: The proportion of inpatient bed days for 0-14 year olds in England in admissions that either had a neurological condition among diagnoses or a neurological condition as the primary diagnosis.| Length of Stay | Bed days per year | |||||||
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| IRR | 95% CI | P value | IRR | 95% CI | P value | |||
| Financial year | ||||||||
| Change per year | 0.96 | 0.96 | 0.96 | <0.01 | 0.98 | 0.98 | 0.98 | <0.01 |
| Gender | ||||||||
| Male | 1 (ref) | 1 (ref) | ||||||
| Female | 1.02 | 1.02 | 1.03 | <0.01 | 1.01 | 1 | 1.01 | 0.02 |
| Ethnic group | ||||||||
| White | 1 (ref) | 1 (ref) | ||||||
| Indian | 0.94 | 0.93 | 0.96 | <0.01 | 1.03 | 1.02 | 1.05 | <0.01 |
| Pakistani | 0.99 | 0.97 | 1 | 0.03 | 1.04 | 1.02 | 1.05 | <0.01 |
| Bangladeshi | 1.01 | 0.98 | 1.03 | 0.58 | 1.02 | 1 | 1.04 | 0.12 |
| Black | 1.05 | 1.04 | 1.06 | <0.01 | 1.03 | 1.02 | 1.04 | <0.01 |
| Chinese | 0.87 | 0.82 | 0.91 | <0.01 | 1.01 | 0.97 | 1.06 | 0.6 |
| Mixed | 1.04 | 1.02 | 1.06 | <0.01 | 1 | 0.99 | 1.02 | 0.74 |
| Other | 1 | 0.99 | 1.02 | 0.52 | 1.05 | 1.03 | 1.06 | <0.01 |
| Age group | ||||||||
| Under 1 | 1.85 | 1.83 | 1.86 | <0.01 | 2.36 | 2.34 | 2.37 | <0.01 |
| 1 to 4 | 0.97 | 0.96 | 0.98 | <0.01 | 1.05 | 1.04 | 1.05 | <0.01 |
| 5 to 9 | 1 (ref) | 1 (ref) | ||||||
| 10 to 14 | 1.24 | 1.23 | 1.25 | <0.01 | 1.13 | 1.12 | 1.13 | <0.01 |
| 15 to 19 | 1.39 | 1.38 | 1.41 | <0.01 | 1.22 | 1.22 | 1.23 | <0.01 |
| Main diagnostic group | ||||||||
| Malignant neoplasms (C) | 0.37 | 0.36 | 0.37 | <0.01 | 1.24 | 1.21 | 1.27 | <0.01 |
| Benign neoplasms (D) | 0.74 | 0.68 | 0.8 | <0.01 | 1.17 | 1.09 | 1.25 | <0.01 |
| Metabolic (E) | 0.83 | 0.81 | 0.84 | <0.01 | 1.13 | 1.11 | 1.15 | <0.01 |
| Mental/behavioural (F) | 0.95 | 0.95 | 0.96 | <0.01 | 0.87 | 0.87 | 0.88 | <0.01 |
| Nervous system (G) | 1 (ref) | 1 (ref) | ||||||
| Congenital (Q) | 0.82 | 0.81 | 0.83 | <0.01 | 0.98 | 0.98 | 0.99 | <0.01 |
| Other (R) | 0.99 | 0.98 | 1.01 | 0.29 | 0.74 | 0.73 | 0.74 | <0.01 |
| Deprivation category | ||||||||
| 1 (most deprived) | 1(ref) | 1 (ref) | ||||||
| 2 | 1.01 | 1 | 1.02 | 0.03 | 0.99 | 0.99 | 1 | 0.01 |
| 3 | 1.03 | 1.02 | 1.04 | <0.01 | 0.99 | 0.98 | 1 | 0.01 |
| 4 | 0.98 | 0.98 | 0.99 | <0.01 | 0.98 | 0.97 | 0.99 | <0.01 |
| 5 (least deprived) | 0.97 | 0.96 | 0.98 | <0.01 | 0.98 | 0.97 | 0.99 | <0.01 |
| Government Office Region of Residence | ||||||||
| North East | 1.15 | 1.14 | 1.17 | <0.01 | 1 | 0.99 | 1.01 | 0.75 |
| North West | 1 (ref) | 1 (ref) | ||||||
| Yorkshire and Humber | 1.21 | 1.2 | 1.23 | <0.01 | 1.02 | 1.01 | 1.03 | <0.01 |
| East Midlands | 1.21 | 1.19 | 1.22 | <0.01 | 1.04 | 1.03 | 1.05 | <0.01 |
| West Midlands | 1.21 | 1.2 | 1.23 | <0.01 | 1.01 | 1 | 1.02 | 0.04 |
| East of England | 1.15 | 1.14 | 1.16 | <0.01 | 1.03 | 1.02 | 1.04 | <0.01 |
| London | 1.06 | 1.05 | 1.08 | <0.01 | 1.03 | 1.02 | 1.04 | <0.01 |
| South East | 1.21 | 1.2 | 1.23 | <0.01 | 1.03 | 1.02 | 1.04 | <0.01 |
| South West | 1.07 | 1.06 | 1.08 | <0.01 | 1 | 0.99 | 1.01 | 0.97 |
| Model parameters | ||||||||
| Degrees of freedom | 34 | 34 | ||||||
| Log likelihood | -3072235 | -2379091 | ||||||
| BIC | 6144956 | 4758646 | ||||||