Главная Коллекция "Revolution" Психология The link between mental health and job characteristics: the case of Russia

The link between mental health and job characteristics: the case of Russia

The emergence and spread of mental health problems. Characteristics and specificity of the factors affecting the mental health of the individual. The negative impact of demand on the employee's work and mental health. Evaluation of health and education.

Рубрика	Психология
Вид	дипломная работа
Язык	английский
Дата добавления	09.08.2018
Размер файла	628,5 K

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29. Schaufeli, W. & Taris, T..: A Critical Review of the Job Demands-Resources Model: Implications for Improving Work and Health. Bridging Occupational, Organizational and Public Health, 43-68 (2013)

30. Stansfeld, S., Candy, B.: Psychosocial work environment and mental health--a meta-analytic review. Scandinavian Journal of Work, Environment & Health 32(6), 443-462 (2006)

31. van Woerkom, M., Bakker, A.B., Nishii, L.H.: Accumulative job demands and support for strength use: Fine-tuning the job demands-resources model using conservation of resources theory. Journal of Applied Psychology 101(1), 141-150 (2016)

32. Warr, P.: The measurement of well-being and other aspects of mental health. Journal of Occupational Psychology 63, 193-210 (1990)

Annex 1. A comparative table of industries 1: for question: Have you had serious nervous disorders, depression during the last 12 months?

In which industry do you work?	All	Answer "No"	Answer "Yes"	Diff	Z-stat.	Sign.
Food-processing industry	0.07644	0.093601	0.077995	-0.01716	-1.19613	No
Engineering industry	0.033889	0.028653	0.033414	0.005235	0.306465	No
Military industry	0.026416	0.027698	0.026532	-0.00128	-0.08176	No
Oil and gas industry	0.035721	0.025788	0.034821	0.009933	0.543859	No
Other large-scale industry	0.045621	0.039876	0.0451	0.005745	0.343134	No
Construction	0.110566	0.088109	0.108531	0.022458	1.334901	No
Transportation, communication	0.122799	0.103152	0.121018	0.019647	1.202708	No
Agriculture	0.055997	0.063037	0.056635	-0.00704	-0.46925	No
Administration	0.03346	0.0351	0.033609	-0.00164	-0.10498	No
Education	0.12337	0.15616	0.126342	-0.03279	-2.37845	0.05
Science, culture	0.036292	0.042264	0.036833	-0.00597	-0.39925	No
Health-care	0.094883	0.120105	0.097169	-0.02522	-1.79966	0.1
Army, Ministry of Internal Affairs	0.064802	0.049188	0.063387	0.015614	0.886829	No
Finance	0.030914	0.030802	0.030904	0.000112	0.006983	No
Energy industry	0.023275	0.020057	0.022983	0.003217	0.188837	No
Housing and communal services	0.04179	0.036294	0.041292	0.005495	0.326681	No
Real estate transactions	0.004545	0.005014	0.004588	-0.00047	-0.03018	No
Social services	0.006259	0.006208	0.006254	5.07E-05	0.003129	No
Lawyer	0.003713	0.003104	0.003657	0.000608	0.034914	No
Church	0.000785	0.000716	0.000779	6.9E-05	0.004101	No
Chemical industry	0.003736	0.002388	0.003614	0.001349	0.068904	No
Wood industry	0.00395	0.003104	0.003874	0.000846	0.047309	No
Sport, tourism, entertainment	0.004331	0.005969	0.00448	-0.00164	-0.11501	No
Services to the population	0.006806	0.007641	0.006882	-0.00083	-0.05416	No
IT	0.00326	0.001433	0.003095	0.001828	0.078892	No
Ecology	0.000785	0.000478	0.000757	0.000308	0.015363	No
Public organization	0.001238	0.000716	0.00119	0.000521	0.025457	No
Media, printing	0.002499	0.00191	0.002445	0.000589	0.032491	No
Advertising, marketing	0.001594	0.000955	0.001537	0.000639	0.031714	No
Public organization	0.000262	0.000478	0.000281	-0.00022	-0.01674	No
All	42020	4188	46208

A comparative table of industries 2: for question: Do you have chronic neurological diseases?

In which industry do you work?	All	Answer "No"	Answer "Yes"	Diff	Z-stat.	Sign.
Food-processing industry	0.059358	0.047474	0.058922	0.011884	0.439079	No
Engineering industry	0.023882	0.020085	0.023743	0.003797	0.141033	No
Military industry	0.020288	0.031041	0.020683	-0.01075	-0.52447	No
Oil and gas industry	0.028844	0.024954	0.028702	0.00389	0.146782	No
Other large-scale industry	0.032995	0.024346	0.032677	0.008649	0.303439	No
Construction	0.085003	0.07182	0.084519	0.013183	0.506725	No
Transportation, communication	0.094811	0.085819	0.094481	0.008992	0.358915	No
Agriculture	0.040531	0.02678	0.040026	0.01375	0.459555	No
Administration	0.026503	0.027998	0.026557	-0.0015	-0.06183	No
Education	0.097547	0.136945	0.098993	-0.0394	-1.9279	0.1
Science, culture	0.027523	0.038953	0.027942	-0.01143	-0.54047	No
Health-care	0.073317	0.106512	0.074535	-0.0332	-1.62759	No
Trading	0.214014	0.200243	0.213509	0.013771	0.598952	No
Army, Ministry of Internal Affairs	0.049736	0.044431	0.049541	0.005305	0.205405	No
Finance	0.025598	0.015216	0.025217	0.010382	0.32741	No
Energy industry	0.019848	0.013999	0.019633	0.005849	0.199529	No
Housing and communal services	0.035429	0.032867	0.035335	0.002563	0.100245	No
Real estate transactions	0.0048	0.00426	0.00478	0.000539	0.020341	No
Social services	0.006446	0.004869	0.006388	0.001577	0.05519	No
Lawyer	0.003826	0.003043	0.003797	0.000783	0.028032	No
Church	0.000765	0.001826	0.000804	-0.00106	-0.06206	No
Chemical industry	0.003803	0.001826	0.00373	0.001977	0.055657	No
Wood industry	0.004127	0.001217	0.00402	0.00291	0.064672	No
Sport, tourism, entertainment	0.004568	0.006695	0.004646	-0.00213	-0.10097	No
Services to the population	0.006979	0.010956	0.007125	-0.00398	-0.19483	No
IT	0.0032	0.00426	0.003239	-0.00106	-0.04819	No
Ecology	0.000812	0.000609	0.000804	0.000203	0.007058	No
Public organization	0.001206	0.001826	0.001228	-0.00062	-0.02982	No
Media, printing	0.002411	0.005478	0.002524	-0.00307	-0.17589	No
Advertising, marketing	0.001623	0.001217	0.001608	0.000406	0.014121	No
Public organization	0.000209	0.002435	0.00029	-0.00223	-0.21741	No
All	43128	1643	44771

Annex 2. Evaluations of models

	All people
	Variable	probit	probit_t	logit	logit_t	Variable	probit	probit_t	logit	logit_t
	Have you had serious nervous disorders, depression during the last 12 months?	Do you have chronic neurological diseases?
marst	2	-0.1154428	-0.1147484	-0.2070858	-0.2060838	2	-0.361315	-0.3609654	-0.6997491	-0.6994181
		0.0252	0.0262	0.0318	0.0329		0	0	0	0
	3	0.0363234	0.0356983	0.0729395	0.071048	3	-0.3558044	-0.3565258	-0.6833007	-0.684088
		0.532	0.5395	0.5006	0.5122		0.0004	0.0004	0.0004	0.0004
	4	0.2272693	0.2273532	0.4210221	0.4208292	4	-0.2361781	-0.2353079	-0.4606562	-0.4572697
		0.0005	0.0005	0.0005	0.0006		0.0311	0.0319	0.0291	0.0311
	5	0.284779	0.2861486	0.5290759	0.5308881	5	-0.1578228	-0.1593065	-0.3294155	-0.3305401
		0.0006	0.0005	0.0005	0.0005		0.2226	0.2191	0.1833	0.1844
diplom	2	-0.0389299	-0.0439825	-0.0795346	-0.0889806	2	0.0763633	0.0651193	0.1650314	0.1397452
		0.4561	0.4035	0.4115	0.3623		0.4022	0.4786	0.3528	0.4366
	3	-0.0713972	-0.0755112	-0.1346681	-0.1419571	3	-0.0267239	-0.0373897	-0.0252043	-0.0489447
		0.2063	0.1836	0.1994	0.1786		0.7837	0.7027	0.8942	0.798
	4	-0.1782797	-0.1827611	-0.3393672	-0.3478183	4	-0.0676593	-0.0777604	-0.1144329	-0.1383894
		0.0021	0.0017	0.0016	0.0013		0.4958	0.4365	0.5547	0.4789
gender	man	-0.4694935	-0.4678291	-0.8784643	-0.8750327	man	-0.337004	-0.3372372	-0.6598175	-0.6615535
		0	0	0	0		0	0	0	0
age	age	0.0167657	0.0166607	0.0302051	0.0300083	age	0.0319237	0.0320449	0.0622012	0.0623285
		0.0836	0.0859	0.0957	0.0984		0.0476	0.0471	0.045	0.0456
	age2	-0.0001787	-0.0001794	-0.0003227	-0.0003243	age2	-3.239E-05	-3.417E-05	-6.658E-05	-6.755E-05
		0.1136	0.1126	0.1268	0.1255		0.8579	0.8505	0.8483	0.847
city	2	-0.0987867	-0.1021085	-0.1800451	-0.1865887	2	-0.2643037	-0.2655346	-0.5113195	-0.5173477
		0.0131	0.0105	0.0158	0.0125		0	0	0	0
	3	-0.0477127	-0.0510558	-0.0838312	-0.0903957	3	-0.4327867	-0.4357584	-0.847817	-0.8567
		0.2498	0.2189	0.2794	0.2443		0	0	0	0
working more then 8 h/day	work8	0.0797463	0.0804892	0.1425595	0.1436106	work8	0.1008148	0.1011048	0.1940321	0.1947768
		0.0092	0.0086	0.0124	0.0119		0.0482	0.0479	0.0492	0.0492
Smoking	smoke	0.1698097	0.1708315	0.3148369	0.3171324	smoke	0.0156892	0.0149613	0.0345151	0.0340622
		0	0	0	0		0.7938	0.8035	0.7672	0.7711
Income	log_income	-0.1331035	-0.1415088	-0.2427764	-0.2591874	log_income	-0.0801299	-0.0833107	-0.152826	-0.1610199
		0	0	0	0		0.019	0.0163	0.0199	0.0158
there are inferiors	have_infer~s	0.0806309	0.0849257	0.1473989	0.1557627	have_infer~s	0.1315602	0.1336628	0.2487109	0.2554278
		0.032	0.0244	0.0356	0.0268		0.0334	0.0314	0.0376	0.0338
additional work	add_work	0.1385316	0.1378463	0.2605334	0.2600794	add_work	0.1868348	0.1878055	0.3345098	0.3365904
		0.0246	0.0255	0.0219	0.0222		0.0542	0.0533	0.0705	0.07
harmful production	harm_prod	0.016165	0.0179172	0.0311138	0.0347393	harm_prod	0.0057698	0.0052194	0.0053282	0.0042447
		0.696	0.6655	0.6874	0.6538		0.9331	0.9396	0.968	0.9746
changing work during last year	change_work	0.1602127	0.1609252	0.2972077	0.2988107	change_work	0.093776	0.0962896	0.1778333	0.1825775
		0	0	0	0		0.1164	0.1075	0.12	0.1117
year	2012		0.0231697		0.0502864
			0.554		0.4894
	2013		0.0951058		0.1861649	2013		0.098061		0.2097639
			0.0165		0.0114			0.0829		0.0528
	2014		0.0508095		0.1050885	2014		-0.0274172		-0.0419287
			0.2296		0.1809			0.6572		0.7241
	2015		0.0464655		0.0982991	2015		0.1072772		0.2320945
			0.2768		0.2153			0.0744		0.0436
	2016		0.0617089		0.1200148	2016		0.0221001		0.0647828
			0.1512		0.1333			0.7231		0.5884
	_cons	-0.8700101	-0.8270193	-1.5295907	-1.448864	_cons	-2.9908034	-2.9961688	-5.5923656	-5.6124943
		0.0007	0.0015	0.0014	0.0028		0	0	0	0

	Medical sphere workers
	Variable	probit	probit_t	logit	logit_t	Variable	probit	probit_t	logit	logit_t
	Have you had serious nervous disorders, depression during the last 12 months?	Do you have chronic neurological diseases?
marst	2	0.142301	0.1394033	0.3037542	0.2997668	2	-0.8781187	-0.910823	-1.6671681	-1.7034207
		0.4104	0.4193	0.3523	0.3581		0.0009	0.001	0.0009	0.0011
	3	0.1604549	0.1566605	0.3289533	0.3232242	3	-0.7434403	-0.7825172	-1.3914176	-1.4373191
		0.4424	0.4528	0.4012	0.4092		0.0196	0.0181	0.0206	0.0201
	4	0.4351128	0.4296267	0.8344047	0.8257407	4	-0.700784	-0.7319675	-1.3327452	-1.3701074
		0.0378	0.04	0.0338	0.0355		0.0305	0.0306	0.0301	0.0314
	5	0.6757445	0.6692042	1.2839615	1.2745382	5	-0.3757025	-0.4194757	-0.7089261	-0.7771417
		0.0035	0.0038	0.0029	0.0031		0.2764	0.2457	0.2688	0.2426
diplom	2	-0.036458	-0.0333372	-0.0637921	-0.0588699	2	-0.0270747	-0.0246442	-0.0847496	-0.0846958
		0.8592	0.8712	0.8651	0.8755		0.9372	0.945	0.8954	0.8984
	3	-0.3541347	-0.3494479	-0.6435889	-0.6354901	3	-0.1736721	-0.1756857	-0.3470426	-0.3471452
		0.0826	0.0867	0.0853	0.0894		0.6052	0.6157	0.5838	0.5946
	4	-0.4001737	-0.3983882	-0.7290715	-0.72403	4	-0.3152555	-0.3342148	-0.6110706	-0.6364168
		0.0694	0.0707	0.0722	0.0743		0.3843	0.3757	0.3715	0.3663
gender	man	-0.3916	-0.3936637	-0.7190171	-0.7229094	man	0.0157727	-0.0043384	0.0357403	0.0020453
		0.0215	0.0207	0.024	0.0232		0.9499	0.9868	0.94	0.9967
age	age	0.061447	0.0613364	0.1112665	0.1108581	age	0.0447857	0.0414066	0.0810571	0.0748817
		0.049	0.0492	0.0559	0.0566		0.366	0.4207	0.3839	0.4332
	age2	-0.0006736	-0.0006689	-0.0012238	-0.0012134	age2	-0.0001832	-0.0001251	-0.0003031	-0.0002043
		0.0561	0.0576	0.0626	0.0646		0.7385	0.8263	0.7686	0.8469
city	2	-0.1079685	-0.1076688	-0.200535	-0.1998288	2	-0.3629995	-0.3630061	-0.6738426	-0.6671917
		0.4032	0.4046	0.4045	0.4061		0.0847	0.0994	0.092	0.1073
	3	-0.0230073	-0.0214886	-0.0419476	-0.0391858	3	-0.4051492	-0.4257359	-0.7672877	-0.7903082
		0.8579	0.867	0.8605	0.8695		0.0608	0.0603	0.0623	0.0644
working more then 8 h/day	work8	0.0327355	0.0335303	0.0432654	0.046009	work8	0.130988	0.1407605	0.2519828	0.2621681
		0.7487	0.7427	0.8201	0.8088		0.432	0.419	0.423	0.4199
Smoking	smoke	0.1284081	0.1246863	0.2358971	0.2305564	smoke	0.119027	0.1161066	0.221794	0.2062786
		0.3123	0.3265	0.3164	0.3276		0.5732	0.5991	0.5807	0.6191
Income	log_income	-0.1510779	-0.1397963	-0.2750764	-0.2571317	log_income	-0.1942589	-0.1913044	-0.3616193	-0.3504095
		0.0153	0.0307	0.0159	0.0304		0.0623	0.0814	0.0645	0.0877
there are inferiors	have_infer~s	0.1632683	0.1575204	0.2759	0.2666026	have_infer~s	0.1607378	0.1411351	0.2894169	0.2473834
		0.1383	0.1538	0.1758	0.192		0.3656	0.4491	0.3846	0.475
additional work	add_work	0.1015273	0.101216	0.2192421	0.21631	add_work	0.3601011	0.4200333	0.6599562	0.7555919
		0.5429	0.5442	0.4774	0.4837		0.1404	0.0986	0.1466	0.11
harmful production	harm_prod	0.1231103	0.1196721	0.231647	0.2251378	harm_prod	0.0315508	0.0355083	0.0770062	0.0822033
		0.2157	0.229	0.2074	0.2211		0.8494	0.8369	0.8068	0.7998
changing work during last year	change_work	0.4334864	0.4348039	0.791235	0.793349	change_work	0.0992186	0.1411372	0.1907488	0.2633371
		0.0006	0.0005	0.0005	0.0005		0.6388	0.517	0.6287	0.5137
year	2012		0.0131262		0.021074
			0.9125		0.9237
	2013		-0.0524424		-0.0828152	2013		0.1992575		0.3824401
			0.676		0.72			0.2216		0.2084
	2014		-0.0112531		0.0045291	2014		-0.7076566		-1.2709774
			0.9321		0.9851			0.0022		0.0033
	2015		-0.086795		-0.1659967	2015		0.0314015		0.0722449
			0.5222		0.5106			0.8636		0.8321
	2016		-0.0619471		-0.0996798	2016		-0.1144819		-0.1920693
			0.6559		0.699			0.5618		0.6016
	_cons	-1.7140048	-1.7915923	-3.0896636	-3.2096711	_cons	-1.6059476	-1.6141898	-2.8324777	-2.8887173
		0.0471	0.0398	0.0529	0.0464		0.2525	0.2678	0.2831	0.2884

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	Educational sphere workers
	Variable	probit	probit_t	logit	logit_t	Variable	probit	probit_t	logit	logit_t
	Have you had serious nervous disorders, depression during the last 12 months?	Do you have chronic neurological diseases?
marst	2	0.0724924	0.0820859	0.1457726	0.1584136	2	-0.2001282	-0.2061379	-0.3751211	-0.3864351
		0.6979	0.6609	0.6715	0.6451		0.5204	0.5101	0.5161	0.5063
	3	0.4809365	0.4877111	0.8845106	0.8928969	3	-0.1948952	-0.2011083	-0.3976283	-0.4133989
		0.0275	0.0255	0.0264	0.025		0.6004	0.5907	0.5662	0.5535
	4	0.336427	0.350488	0.6298591	0.650176	4	-0.3501527	-0.3637988	-0.665452	-0.6892366
		0.1315	0.1169	0.1225	0.1113		0.3437	0.3286	0.3329	0.3199
	5	0.5409233	0.5480645	0.9963417	1.0062399	5	-0.166902	-0.1605726	-0.3528437	-0.3446685
		0.0327	0.0307	0.0315	0.0299		0.6667	0.6805	0.621	0.6318
diplom	2	0.1332326	0.1393103	0.2257126	0.2322788	2	-0.1761489	-0.2377348	-0.3112351	-0.4290817
		0.5664	0.5508	0.5946	0.5856		0.6024	0.4883	0.6181	0.4995
	3	0.0729585	0.0704821	0.1333096	0.1279783	3	-0.5706878	-0.6189769	-1.0202781	-1.1156151
		0.758	0.7667	0.7573	0.7673		0.1081	0.0846	0.1203	0.094
	4	0.0326739	0.0311701	0.0582397	0.0544466	4	-0.5137027	-0.5566804	-0.9370103	-1.0171246
		0.8882	0.8936	0.8906	0.8979		0.1372	0.1105	0.1438	0.1172
gender	man	-0.4106869	-0.4128824	-0.7356504	-0.7393714	man	-0.3574332	-0.3638132	-0.6480223	-0.658631
		0.0162	0.0156	0.0194	0.0188		0.1819	0.1771	0.1926	0.189
age	age	-0.0115767	-0.0117378	-0.0200775	-0.0203918	age	0.0405359	0.0424174	0.0815586	0.0850983
		0.7067	0.7028	0.7211	0.7168		0.4318	0.4144	0.3933	0.377
	age2	8.161E-05	8.205E-05	0.0001367	0.0001384	age2	5.40E-06	-1.595E-05	-6.088E-05	-0.0001007
		0.8136	0.8127	0.829	0.8269		0.9922	0.9771	0.9523	0.9219
city	2	0.163695	0.1643242	0.3016016	0.3020066	2	0.0961428	0.0841461	0.1663788	0.1395944
		0.2209	0.2194	0.2172	0.2169		0.6452	0.6888	0.6676	0.7206
	3	0.1076003	0.1087278	0.1992671	0.2016678	3	-0.1871416	-0.2001789	-0.375031	-0.4046951
		0.4096	0.4049	0.4046	0.3991		0.3726	0.3431	0.3402	0.307
working more then 8 h/day	work8	0.1465166	0.1473286	0.2532622	0.2541829	work8	0.2386485	0.2256343	0.4114313	0.3854183
		0.2152	0.2129	0.2417	0.2404		0.2095	0.2384	0.2448	0.2796
Smoking	smoke	0.2541777	0.2507905	0.4697064	0.4656795	smoke	-0.0128837	-0.0007382	-0.0332005	-0.0099485
		0.0776	0.0817	0.0734	0.0759		0.9565	0.9975	0.9401	0.9822
Income	log_income	-0.0747107	-0.0678834	-0.1306322	-0.1246192	log_income	0.1205156	0.0911658	0.2177424	0.1545128
		0.2657	0.3366	0.2862	0.3323		0.3407	0.485	0.3537	0.524
there are inferiors	have_infer~s	-0.0320966	-0.0316034	-0.0621584	-0.0604627	have_infer~s	-0.0962532	-0.0837808	-0.1870893	-0.159793
		0.8116	0.8147	0.801	0.8065		0.663	0.7061	0.6527	0.7025
additional work	add_work	-0.5192757	-0.5161882	-0.9426851	-0.9366031	add_work	-0.1128445	-0.115285	-0.2092595	-0.2084535
		0.0054	0.0056	0.0063	0.0066		0.6736	0.6696	0.6773	0.6803
harmful production	harm_prod	-0.0864085	-0.0941831	-0.1618602	-0.1725512	harm_prod	-0.2420835	-0.2359421	-0.4390931	-0.4247267
		0.4195	0.3801	0.4105	0.3812		0.1819	0.1959	0.1937	0.2117
changing work during last year	change_work	-0.0270386	-0.0308882	-0.0490745	-0.0531505	change_work	0.0477099	0.0315566	0.0898204	0.062402
		0.8354	0.8127	0.8354	0.8223		0.8215	0.8823	0.8176	0.8737
year	2012		-0.0557101		-0.0819055
			0.6345		0.7022
	2013		-0.05521		-0.0753976	2013		0.2642709		0.5188625
			0.6486		0.7335			0.1186		0.1006
	2014		-0.1230098		-0.1811975	2014		0.2189331		0.4134405