To predict the occurrence ofposttraumatic stress disorder (PTSD),using a Support Vector Machine (SVM) on adults in flood district.Diagnostic and Statistical Manuals on Mental Disorders (IV Edition) were used to examine and diagnose the victims in flood districts.Based on the forecasting model of SVM with PTSD as dependent variables and 23 influence factors of PTSD as independent variables,prediction of PTSD was conducted among the victims.After considering 23 influence factors into the prediction model,the agreement rate of prediction of the model was 88.05 percent,with sensitivity as 75.0 percent,and specificity as 89.4percent.Conclusion: The prediction model based on SVM with 23 influence factors had good effect on predicting the occurrence of PTSD.

Objective To investigate the trend and related determinants of cigarette smoking on experimental smokers among undergraduate students in Changsha.Methods Stratified sampling method was adopted and 3600 undergraduate students from grade 1 to 3 in Changsha city were investigated through a self-administered questionnaire.All the experimental smokers during the last month were selected and divided into two groups based on the present smoking status.x2 test and logistic regression analysis were used to compare the differences of cigarette smoking among subpopulations and to explore the determinants.Results Among the 1550 experimental smokers of undergraduate students,the prevalence of cigarette smoking was 30.8％(95％CI:28.5-33.1).Students from the second-class(OR=2.367)or the third-class universities(OR=2.562)were more likely to adopt smoking behavior than those from top universities.Students majored in sports or arts(OR=2.456)were significantly more inclined to smoke than the liberal arts students.Students whose father were cadres(OR=1.602)were more likely to become smokers than those whose fathers were workers.Students being males(OR=7.386),having high monthly expenses(OR=1.139),with positive attitude to smoking benefits(OR=1.140)were risk factors for smoking.Number of smoking members in the family(OR=1.801)was significantly associated with the prevalence of cigarette smoking.Knowledge on diseases caused by smoking(OR=0.806)was protecting factor to smoking among the experimental smokers.Conclusion Those experimental smokers among undergraduate students might become smokers and the determinants of cigarette smoking behavior would include:ranking of universities,students' major,gender,father' s occupation,amount of pocket money,number of smoking members in the family,knowledge about smoking,the attitude to the benefit of smoking.

OBJECTIVE: To explore the change and influence factors of quality of life QOL for drug abusers who accepted methadone maintenance treatment (MMT). METHODS: The questionnaire of QOL-BRIEF was used to measure the level of QQL when patients just entered the study and 6 months after the treatment respectively. The effect of therapy and characteristic of patients on change of QOL was analyzed. RESULTS: The scores in physiological domain, psychological domain, and the total score obviously increased after the treatment. There was no significant difference in the change of QOL between the patients of different dose groups. The QOLs of males and patients with long-time drug use improved significantly after the treatment. CONCLUSION MMT can raise the QOL of drug abusers. Gender and time of drug use may be the risk factors of QOL improvement.
Female ; Humans ; Male ; Methadone ; administration & dosage ; Opioid-Related Disorders ; drug therapy ; Quality of Life ; Substance Withdrawal Syndrome ; drug therapy ; Surveys and Questionnaires

OBJECTIVETo seek a rapid, simple, but effective inquiry method for screening high risk population challenged by schistosomiasis.

METHODSTwo embankment collapsed villages were selected in schistosomiasis epidemic area in Dongting Lake. Information on water exposure was collected through a retrospective study. Data was analyzed by stepwise discriminant analysis.

RESULTSA Fisher's function was established by stepwise discriminant analysis which including 5 variables out of 18. Two hundred and forty-six individuals were discriminated by the function with accuracy, sensitivity and specificity of predicting their current infection status with the results of 87.4%, 84.1% and 89.0% respectively.

CONCLUSIONThe inquiry method might serve as simple, rapid, economic and effective tool for diagnosis in screening high risk population challenged by schistosomiasis in lake communities.

Adult ; China ; epidemiology ; Disasters ; Discriminant Analysis ; Female ; Humans ; Male ; Mass Screening ; methods ; Multivariate Analysis ; Retrospective Studies ; Risk Assessment ; Rural Health ; Sampling Studies ; Schistosomiasis japonica ; epidemiology ; prevention & control ; Sensitivity and Specificity ; Surveys and Questionnaires

OBJECTIVETo explore the current status of HIV infection and HIV-related knowledge, attitude and practice (KAP) among men who have sex with men (MSM) in 14 cities in China.

METHODSA cluster sampling method was administrated and 14 large or medium cities were selected. The respondent-driven sampling (RDS) was also used to conduct a questionnaire survey in 6101 MSM. Blood specimens were collected for HIV and syphilis testing.

RESULTSA total of 6101 MSM were selected and investigated, with an HIV infection rate of 6.3% (384/6101) and a syphilis infection rate of 14.0% (854/6101). The proportion of MSM knowing correct HIV/AIDS knowledge was 59.7% (3644/6101); 6.2% (378/6101) and 11.2% (683/6101) of the respondents ever had buying sex or selling sex in the last six months respectively; the proportion of consistent condom-using each time while with male partners in the last month was 39.2% (2392/6101). The proportion of condom-using while with male partners was 65.2% (3978/6101) in the last time among MSM.

CONCLUSIONA high HIV infection rate was observed among MSM with limited HIV/AIDS awareness and high risk behaviors. It is necessary to initiate a rapid response to prevent HIV spreading in MSM.

Acquired Immunodeficiency Syndrome ; epidemiology ; China ; epidemiology ; Cluster Analysis ; Health Knowledge, Attitudes, Practice ; Homosexuality, Male ; psychology ; Humans ; Incidence ; Male ; Risk-Taking ; Surveys and Questionnaires ; Unsafe Sex

OBJECTIVETo study the HIV infection rate and relevant behavioural characteristics among drug users (DUs) in the 15 cities of China-Gates HIV/AIDS Program.

METHODSBy literature review from the public security sector and expert consultations, the size of drug using population was estimated, questionnaire was used to survey relevant behavioural characteristics of DUs, and blood specimens were collected for HIV, syphilis and HCV testing.

RESULTSIn 2007, the number of registered DUs in the 15 cities was 176 004, while the estimated number was 477 989. DUs mainly used heroin and crystal meth. Of the survey subjects, 41.0% (2685/6155) had correct knowledge about HIV/AIDS, and Hangzhou 97.6% (410/420), Qingdao 85.5% (342/400), Wuhan 69.7% (308/442), Kunming 63.8% (255/400), Shanghai 45.4% (237/522), Xi'an 44.5% (178/400), Nanjing 38.8% (155/400), Beijing 36.5% (237/650), Guangzhou 29.5% (122/413), Haerbin 25.4% (114/447), Haikou 23.8% (96/402), Chongqing 22.4% (90/401), Sanya 20.0% (80/400), Tianjin 16.2% (41/253), Shenyang 9.8% (20/205), and the difference among the cities has statistical significance (χ(2) = 1482.833, P < 0.05). The rate of needle sharing at the last injection was 10.8% (665/6155), and Hangzhou 10.8% (45/420), Chongqing 26.4% (106/401), Guangzhou 2.6% (11/413), Shenyang 31.3% (64/205), Shanghai 0.4% (2/522), Kunming 10.8% (43/400), Beijing 10.6% (69/650), Tianjin 5.4% (14/253), Xi'an 3.3% (13/400), Wuhan 17.9% (79/442), Sanya 20.0% (80/400), Haikou 2.2% (9/402), Haerbin 8.5% (38/447), Nanjing 21.4% (86/400), Qingdao 1.5% (6/400), and the difference among the cities has statistical significance (χ(2) = 483.044, P < 0.05). Only 5.0% (8737/176 004) of DUs and 1.2% of HIV positive DUs participated in needle exchange. The HIV, syphilis and HCV infection rates were respectively 2.76% (155/5620), 3.38% (190/5620) and 32.35% (1818/5620). The HIV infection rates of different city was:Hangzhou 0.4% (1/273), Chongqing 7.5% (30/401), Guangzhou 2.9% (12/413), Shenyang 0.5% (1/205), Shanghai 0.32% (1/316), Kunming 16.25% (65/400), Beijing 2.6% (16/624), Tianjin 2.0% (5/253), Xi'an 1.25% (5/400), Wuhan 0.24% (1/411), Sanya 1.75% (7/400), Haikou 0.2% (1/402), Haerbin 1.1% (5/447), Nanjing 1.1% (3/275), Qingdao 0.5% (2/400), and the difference among the cities has statistical significance (χ(2) = 354.203, P < 0.05).

CONCLUSIONThe HIV prevalence rate of IDUs in 15 cities slowly decreased although the HIV prevalence rate of IDUs in Chongqing and Kunming and other cities had surpassed the international warning level. The risk of sharing needles for HIV infection was dropped, and more attention should be paid to the potential risk of HIV transmission via unsafe sex due to the use of new drugs, such as amphetamine chloride.

China ; epidemiology ; Drug Users ; HIV ; HIV Infections ; epidemiology ; Hepacivirus ; Hepatitis C ; epidemiology ; Humans ; Prevalence ; Syphilis ; epidemiology ; Treponema pallidum ; Urban Population

OBJECTIVETo explore the relevant factors of the causes of sexual orientations of gay.

METHODFrom March to June 2013, 350 gays were recruited from one music bar and three bath centers where gays frequently visited in Changsha city, by proportional stratified sampling method. Meanwhile, another 332 males who identify themselves as non-homosexuality were also recruited considering the composition of ages, gender and educational background. Questionnaire survey was conducted to all the subjects, with 300 effective ones reclaimed. The questionnaire included the general demographic information, traits of character, the condition of foster in childhood and information of family members. The differences between the gays and non-homosexuality groups were analyzed to explore the causes of the sexual orientations of gays.

RESULTSThere were statistical significant differences between gays and non- homosexuality group on following indexes (χ(2) was 59.63, 5.90, 16.01, 84.99, 161.57, 77.77, 112.32, 190.84, 30.10 respectively, all of P < 0.05) :had a tender father and an impervious mother, were physically weak, not agile, physically inactive, attentive to details, highly conservative, not adventurous, and radical in childhood, were raised as girls before the age of 18, liked to dress as girls before the age of 18, don't liked to play toy knives and toy guns before the age of 18, suffered from sexual abuse before the age of 18 (e.g. forced to expose private parts or forced to have sex) by adults, had read or watched books or films about homosexual and experienced sexual pleasure from that before the age of 18. The rate of gays on these indexes was separately 62.3% (187/300), 57.7% (173/300) , 62.3% (187/300) , 63.0% (189/300), 67.3% (202/300) , 62.7% (189/300), 68.0% (204/300), 65.0% (195/300) and the rate on these indexes of non-homosexuality group was separately 21.3% (64/300), 28.0% (84/300) , 25.0% (75/300) , 12.7% (38/300), 31.3% (94/300), 17.7% (53/300) , 12.7% (38/300), 42.7% (128/300) . The rate of gays on these factors:the youngest boy in family, had the father or twin brothers who were homosexual or self identified as gay was 62.7% (188/300), 56.0% (168/300) and 62.0% (18/29) respectively; and the rate was 40.7% (122/300), 4.0% (12/300) and 20.0% (2/10), respectively among non-homosexuality group. The difference showed statistical significance (χ(2) was 34.52, 193.14, 5.27 respectively, all of P < 0.05).

CONCLUSIONThe correlative factor of sexual orientation of gays maybe was family relationship, tend and education since childhood, psychological characteristics, sexual experience during puberty.

Adult ; Homosexuality, Male ; psychology ; statistics & numerical data ; Humans ; Male ; Sexual Behavior ; statistics & numerical data ; Surveys and Questionnaires

Objective To analyze the causes and epidemiological characteristics of injury in Hunan Province, so as provide scientific basis for the development of intervention measures of injury. Methods The Excel 2007 software and SPSS 18.0 software were used to organize and analyze the injury surveillance system data. Results A total of 107 754 effective cases were collected in three years, and the male-female ratio was 1.65:1. The top three causes of injury were falls(36.0%), motor vehicle accident (20.6%) and sharp knife injury (11.8%). The locations of injuries were mainly roads (30.9%) and homes (28.3%). The top three activities at the time of injury were leisure activities (24.7%), driving (17.6%) and work (16.4%). 93.2% of injury was unintentional injury, and the degree of injury was mainly mild injury (74.3%). Conclusions The number of injuries is increasing year by year. The number of male injuries is more than that of females. Systematic research and intervention measures should focus on falls and motor vehicle accident .

Objective to explore the current situation and related influencing factors on the retention time of patients receiving methadone maintenance treatment (MMT). Methods Information on basic situation and daily treatment of the patients were collected from the 7 MMT clinics opened in the pro-two batch in Hunan province. Retention rate and influencing factors were analyzed. Results (1) The retention rates after 6 and 12 months of MMT became 72.06% and 49.65% respectively. (2) The retention rates of high-dosage group and low-dosage group were 85.03% and 68.03% after 6 months on MMT program while became 60.48% and 46.28% after 12 months of MMT respectively. (3) The mean retention time of HIV+ patients and HIV- patients were 9.46 months and 8.62 months respectively during the 12 months follow-up observation, showing a significant difference. (4) Patients who took large dose methadone, did not share needles, at older age or HIV+ , were prone to keep MMT at a long period. Conclusion The retention rates for 6 months and 12 months in the MMT program in Hunan province were similar to the national data. Dose, type of drug abuse, age and HIV status were related to the period of retention.

Objective To explore the risk factors on the symptoms of lumbar intervertebral disc herniation so as to develop a predictive model for the disease. Methods With a populationbased case-control study, 303 of 50 123 residents were diagnosed as having lumbar intervertebral disc herniation symptoms. 152 cases and 167 healthy controls, matched by gender and age, were randomly chosen as case and control groups. Questionnaires were used to collect information on the exposure to risk factors and logistic predictive model was then established. Results Through non-conditional logistic regression analysis, data showed that the positive family history of lumbar vertebra disorder, lumbar treatment or surgery, mental stress, acute low back injury, permanent work pose, and body mass index ≥23.0 kg/m2 were the risk factors among residents from the countryside. The area under the receiver operator characteristic curve of logistic predictive model was 0.809. When 0.4 was set as the classification cutoff, the total predictive correct rate, sensitivity, and specificity were 74.0%, 73.7%, and 74.3% respectively. Conclusion The occurrence of lumbar disk herniationcan in countryside population was affected by multi-variables including genetic and environmental, and could be predicted with the logistic regression model established by our group.The positive predictive results could be used to alarm the patients and doctors for prevention and treatment of the disease.