Multimorbidity and hosp in Chile

Table 1: Hospital discharges per year. ENS2003 cohort

ANO	n
2003	359
2004	429
2005	462
2006	351
2007	445
2008	453
2009	416
2010	460
2011	454
2012	496
2013	454
2014	382
2015	373
2016	394
2017	393
2018	395
2019	57

Table 2: Hospital discharges >4 per ID. ENS2003 cohort

## 
## FALSE  TRUE 
##  1791   354

Table 3: Hospital discharges unweighted descriptives. ENS2003 cohort

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.000   2.000   2.859   4.000  39.000

Table 4: Hospital discharges min-max date. ENS2003 cohort

##         Min.      1st Qu.       Median         Mean      3rd Qu.         Max. 
## "2003-01-06" "2005-06-18" "2008-11-28" "2009-07-11" "2013-01-04" "2019-03-26" 
##         NA's 
##          "2"

Table 5: Hospital discharges. Unweighted ICD10 chapters. ENS2003 cohort

Chapter_name_1	prop_2003	prop_2004	prop_2005	prop_2006	prop_2007	prop_2008	prop_2009	prop_2010	prop_2011	prop_2012	prop_2013	prop_2014	prop_2015	prop_2016	prop_2017	prop_2018	prop_2019	prop_NA	n_2003	n_2004	n_2005	n_2006	n_2007	n_2008	n_2009	n_2010	n_2011	n_2012	n_2013	n_2014	n_2015	n_2016	n_2017	n_2018	n_2019	n_NA
I Certain infectious and parasitic diseases	0.0216	0.0282	0.0208	0.0141	0.0195	0.0132	0.0238		0.00806	0.0156	0.0179	0.00935	0.0238	0.0267	0.0286	0.0133			5	6	4	2	3	2	3		1	2	2	1	2	2	2	1
II Neoplasms	0.0649	0.108	0.0729	0.0634	0.0584	0.0596	0.0714	0.069	0.145	0.0625	0.125	0.0935	0.0833	0.0933	0.171	0.08	0.214		15	23	14	9	9	9	9	10	18	8	14	10	7	7	12	6	3
IV Endocrine, nutritional and metabolic diseases	0.0303	0.0329	0.0417	0.0211	0.026	0.0265	0.0714	0.0276	0.0403	0.0469	0.0179	0.0654	0.0238	0.0533	0.0286	0.0267			7	7	8	3	4	4	9	4	5	6	2	7	2	4	2	2
IX Diseases of the circulatory system	0.152	0.127	0.104	0.162	0.169	0.152	0.103	0.152	0.113	0.125	0.0893	0.121	0.131	0.133	0.0857	0.173	0.143		35	27	20	23	26	23	13	22	14	16	10	13	11	10	6	13	2
V Mental, Behavioral and Neurodevelopmental disorders	0.026	0.0376	0.0156	0.0141	0.00649	0.0199	0.0159	0.0069	0.00806	0.0391		0.0187		0.0133			0.0714		6	8	3	2	1	3	2	1	1	5		2		1			1
VI Diseases of the nervous system	0.013	0.00469	0.0104	0.0211	0.013	0.0132	0.00794	0.0207		0.0156	0.0179	0.0187	0.0238	0.0267	0.0143	0.0133			3	1	2	3	2	2	1	3		2	2	2	2	2	1	1
VII Diseases of the eye and adnexa	0.0476	0.0329	0.0469	0.0352	0.026	0.0265	0.0556	0.0069	0.00806	0.0312	0.0714	0.0374			0.0429				11	7	9	5	4	4	7	1	1	4	8	4			3
X Diseases of the respiratory system	0.0866	0.0939	0.125	0.0634	0.0779	0.0795	0.0556	0.0483	0.0645	0.109	0.107	0.0374	0.0714	0.107	0.1	0.08			20	20	24	9	12	12	7	7	8	14	12	4	6	8	7	6
XI Diseases of the digestive system	0.165	0.178	0.141	0.197	0.182	0.205	0.23	0.241	0.194	0.195	0.134	0.206	0.25	0.187	0.157	0.147	0.429	1	38	38	27	28	28	31	29	35	24	25	15	22	21	14	11	11	6	2
XI Factors influencing health status and contact with health services	0.0346	0.0329	0.0521	0.0141	0.0649	0.053	0.0476	0.0828	0.0403	0.00781	0.0268	0.028	0.0119	0.0133	0.0429	0.0267	0.0714		8	7	10	2	10	8	6	12	5	1	3	3	1	1	3	2	1
XII Diseases of the skin and subcutaneous tissue	0.0216	0.0235	0.0156	0.0282	0.013	0.0199	0.0159	0.0138	0.0161	0.0234	0.00893	0.0374	0.0238	0.0133	0.0143	0.0133			5	5	3	4	2	3	2	2	2	3	1	4	2	1	1	1
XIII Diseases of the musculoskeletal system and connective tissue	0.0606	0.0376	0.0417	0.0423	0.0584	0.0795	0.0556	0.0138	0.0484	0.0547	0.0536	0.0467	0.0476	0.08	0.0286	0.0533			14	8	8	6	9	12	7	2	6	7	6	5	4	6	2	4
XIV Diseases of the genitourinary system	0.126	0.113	0.156	0.127	0.117	0.0728	0.0952	0.103	0.145	0.102	0.152	0.0748	0.0476	0.08	0.157	0.0933			29	24	30	18	18	11	12	15	18	13	17	8	4	6	11	7
XIX Injury, poisoning and certain other consequences of external causes	0.13	0.113	0.115	0.134	0.0974	0.126	0.103	0.159	0.137	0.141	0.0893	0.168	0.238	0.107	0.1	0.227			30	24	22	19	15	19	13	23	17	18	10	18	20	8	7	17
XVII Congenital malformations, deformations and chromosomal abnormalities	0.00433	0.00469	0.00521	0.00704	0.013	0.0132		0.0069	0.00806		0.0179			0.0267					1	1	1	1	2	2		1	1		2			2
XVIII Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified	0.0173	0.0188	0.026	0.0493	0.0519	0.0199	0.0476	0.0345	0.0242	0.0312	0.0714	0.028		0.04	0.0143	0.0267			4	4	5	7	8	3	6	5	3	4	8	3		3	1	2
III Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism		0.00469	0.0104			0.00662		0.0069					0.0119							1	2			1		1					1
VIII Diseases of the ear and mastoid process		0.00939		0.00704	0.00649	0.0132		0.0069				0.00935	0.0119		0.0143	0.0133	0.0714			2		1	1	2		1				1	1		1	1	1
XVI Certain conditions originating in the perinatal period																0.0133																		1

Table 6: Hospital discharges, including full participants without hosp. Unweighted. ENS2003 cohort

nhosp	total
0	1641
1	794
2	450
3	237
4	167
5	106
6	61
7	42
8	34
9	20
10	14
11	12
12	7
13	4
14	4
15	6
16	4
17	4
18	2
19	2
20	1
22	1
24	1
26	1
27	1
35	1
36	1
39	1

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.000   1.576   2.000  39.000

Table 7: Length stay Hospital discharges, including full participants without hosp. Unweighted. ENS2003 cohort

DIAS_ESTAD_TOTAL	total
0	1641
1	235
2	182
3	138
4	111
5	100
6	84
7	65
8	78
9	60
10	53
11	38
12	42
13	48
14	39
15	43
16	42
17	18
18	23
19	22
20	19
21	16
22	20
23	15
24	21
25	15
26	19
27	15
28	10
29	17
30	14
31	14
32	18
33	15
34	9
35	11
36	11
37	7
38	12
39	8
40	8
41	12
42	4
43	5
44	8
45	10
46	8
47	9
48	14
49	9
50	6
51	4
52	7
53	5
54	7
55	2
56	11
57	3
58	2
59	1
60	4
61	3
62	1
63	5
64	4
65	7
66	1
67	3
68	2
69	4
70	1
71	4
72	2
73	6
74	1
75	3
77	3
78	2
79	2
81	1
82	2
83	1
84	3
85	2
88	2
89	1
91	1
92	1
93	2
94	1
95	5
96	1
97	1
98	1
99	1
102	2
104	2
105	1
106	1
107	2
108	2
109	1
110	1
111	5
114	1
115	3
122	1
123	1
127	1
128	1
129	1
133	2
138	1
143	2
147	2
149	1
150	1
151	2
154	1
155	1
157	1
166	1
171	1
187	1
196	1
202	1
209	1
222	1
232	1
240	1
321	1
424	1
1.27e+03	1

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00    0.00    1.00   10.73   10.00 1267.00

Table 8: Hospital discharges Chapters. Weighted. ENS2003 cohort

hosp_ncat	mean	mean_se	mean_low	mean_upp	n
0	0.482	0.0146	0.453	0.512	1551
1	0.241	0.0106	0.22	0.263	768
2	0.111	0.00789	0.0954	0.127	426
3	0.0619	0.00771	0.0476	0.079	224
4	0.0459	0.0064	0.0341	0.0604	165
5	0.0583	0.00574	0.0475	0.0708	318

Chapter_name_1	mean	mean_se	mean_low	mean_upp	n
I Certain infectious and parasitic diseases	0.00881	0.00201	0.00531	0.0137	33
II Neoplasms	0.0439	0.00594	0.0329	0.0572	162
III Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism	0.000595	0.000337	0.000126	0.00172	6
IV Endocrine, nutritional and metabolic diseases	0.02	0.00395	0.0129	0.0294	68
IX Diseases of the circulatory system	0.0576	0.00627	0.0459	0.0713	257
V Mental, Behavioral and Neurodevelopmental disorders	0.0132	0.00415	0.00631	0.0242	32
VI Diseases of the nervous system	0.00945	0.00403	0.00324	0.0213	27
VII Diseases of the eye and adnexa	0.00875	0.00228	0.00484	0.0145	57
VIII Diseases of the ear and mastoid process	0.00195	0.00078	0.000725	0.0042	10
X Diseases of the respiratory system	0.0271	0.00346	0.0207	0.0348	161
XI Diseases of the digestive system	0.107	0.00898	0.0898	0.126	361
XI Factors influencing health status and contact with health services	0.0297	0.00551	0.0198	0.0427	82
XII Diseases of the skin and subcutaneous tissue	0.00637	0.00192	0.00316	0.0114	35
XIII Diseases of the musculoskeletal system and connective tissue	0.0262	0.00548	0.0164	0.0394	86
XIV Diseases of the genitourinary system	0.0587	0.00549	0.0483	0.0705	211
XIX Injury, poisoning and certain other consequences of external causes	0.0763	0.00722	0.0627	0.0919	242
XVII Congenital malformations, deformations and chromosomal abnormalities	0.00483	0.00159	0.00222	0.00913	14
XVIII Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified	0.0172	0.00466	0.00928	0.0291	57
	0.482	0.0146	0.453	0.512	1551

Chapter_name_2	mean	mean_se	mean_low	mean_upp	n
I Certain infectious and parasitic diseases	0.00509	0.0017	0.00231	0.00972	21
II Neoplasms	0.0275	0.00393	0.0202	0.0364	121
III Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism	0.00148	0.000609	0.000534	0.00326	9
IV Endocrine, nutritional and metabolic diseases	0.0105	0.00275	0.00581	0.0175	52
IX Diseases of the circulatory system	0.0377	0.00422	0.0298	0.0469	161
V Mental, Behavioral and Neurodevelopmental disorders	0.0103	0.00382	0.00416	0.021	25
VI Diseases of the nervous system	0.00334	0.000868	0.00186	0.00554	21
VII Diseases of the eye and adnexa	0.00681	0.00227	0.0031	0.0129	36
VIII Diseases of the ear and mastoid process	0.00117	0.00056	0.000336	0.0029	6
X Diseases of the respiratory system	0.0177	0.00325	0.0119	0.0254	108
XI Diseases of the digestive system	0.0495	0.00639	0.0376	0.0637	187
XI Factors influencing health status and contact with health services	0.0104	0.00261	0.00594	0.017	42
XII Diseases of the skin and subcutaneous tissue	0.00392	0.00114	0.00201	0.00689	23
XIII Diseases of the musculoskeletal system and connective tissue	0.0223	0.00527	0.0131	0.0353	65
XIV Diseases of the genitourinary system	0.0298	0.00367	0.023	0.038	117
XIX Injury, poisoning and certain other consequences of external causes	0.0299	0.00455	0.0216	0.0403	103
XVI Certain conditions originating in the perinatal period	0.00027	0.000266	7.39e-06	0.00148	1
XVII Congenital malformations, deformations and chromosomal abnormalities	0.000493	0.000395	3.75e-05	0.00207	3
XVIII Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified	0.00865	0.00238	0.0046	0.0148	32
	0.723	0.0129	0.697	0.749	2319

Chapter_name_5	mean	mean_se	mean_low	mean_upp	n
I Certain infectious and parasitic diseases	0.000777	0.000432	0.000171	0.0022	6
II Neoplasms	0.00462	0.00134	0.00236	0.00812	28
III Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism	0.000938	0.000748	7.22e-05	0.00393	4
IV Endocrine, nutritional and metabolic diseases	0.00177	0.000634	0.000744	0.00353	13
IX Diseases of the circulatory system	0.00915	0.00168	0.00614	0.0131	53
V Mental, Behavioral and Neurodevelopmental disorders	0.00146	0.000962	0.000216	0.00491	3
VI Diseases of the nervous system	0.00281	0.00157	0.000613	0.008	8
VII Diseases of the eye and adnexa	0.000777	0.000377	0.00022	0.00195	7
X Diseases of the respiratory system	0.00705	0.00144	0.00449	0.0105	50
XI Diseases of the digestive system	0.00739	0.00174	0.00436	0.0117	39
XI Factors influencing health status and contact with health services	0.00426	0.00157	0.00175	0.00864	16
XII Diseases of the skin and subcutaneous tissue	0.000212	0.000164	1.82e-05	0.000857	3
XIII Diseases of the musculoskeletal system and connective tissue	0.00128	0.000411	0.000601	0.00238	12
XIV Diseases of the genitourinary system	0.00771	0.00151	0.00502	0.0113	37
XIX Injury, poisoning and certain other consequences of external causes	0.0068	0.0019	0.00357	0.0117	26
XVIII Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified	0.00133	0.000463	0.000584	0.00261	13
	0.942	0.00574	0.929	0.952	3134

Table 9: Hospital discharges length. Weighted. ENS2003 cohort

destcat	mean	mean_se	mean_low	mean_upp	n
(-Inf,0]	0.482	0.0146	0.453	0.512	1551
(0,1]	0.0778	0.00843	0.0619	0.0962	228
(1,5]	0.16	0.0105	0.139	0.181	508
(5,10]	0.0934	0.00775	0.0786	0.11	327
(10,20]	0.0842	0.00792	0.0692	0.101	323
(20, Inf]	0.103	0.00642	0.0903	0.116	515

Table 10: Hospital discharges mean and q length. Weighted. ENS2003 cohort

mean	mean_se	mean_low	mean_upp	q_q25	q_q50	q_q75	q_q25_se	q_q50_se	q_q75_se	n
7.97	0.516	6.95	8.99	0	1	7	0	0.253	0.507	3452

Gender	mean	mean_se	mean_low	mean_upp	q_q25	q_q50	q_q75	q_q25_se	q_q50_se	q_q75_se	n
Male	8.52	0.869	6.81	10.2	0	0	6	0	0.253	0.76	1570
Female	7.44	0.539	6.38	8.5	0	1	7	0	0.253	0.507	1882

Edad_Codificada	mean	mean_se	mean_low	mean_upp	q_q25	q_q50	q_q75	q_q25_se	q_q50_se	q_q75_se	n
15-24	5.02	1.8	1.47	8.57	0	0	3	0	0	1.01	399
25-44	4.52	0.484	3.57	5.48	0	0	4	0	0.253	0.507	1062
45-64	11.5	0.922	9.63	13.3	0	1	12	0	0.507	1.77	1105
65+	18.3	1.23	15.9	20.7	0.974	10	25	0.506	1.01	2.03	886

survey_design<-subset(survey_design,Edad>=25)