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1.
Hippokratia ; 25(3): 126-133, 2021.
Article in English | MEDLINE | ID: mdl-36683904

ABSTRACT

BACKGROUND: The stressful conditions that emerged during the Coronavirus disease 2019 (COVID-19) pandemic have had a negative impact on sleep quality in large part of the healthcare worker population. This study aimed to assess the self-reported quality of sleep among members of the Emergency Ambulance Service personnel of the National Emergency Center in the region of Thrace, Northeastern Greece, and to investigate its associations with perceived stress, feelings, and perceptions of well-being during the COVID-19 pandemic. METHODS: The study was conducted from March to May 2021 using an online structured questionnaire, and the collected data included: socio-demographic characteristics, occupational and medical history, distress and mental health issues due to COVID-19 and the following self-administrated instruments: Pittsburgh Sleep Quality Index (PSQI), WHO-5 Well-Being Index (WHO-5), and Perceived Stress Scale-14 items (PSS-14). RESULTS: Among the 74 participants, 71 % were poor sleepers (i.e., PSQI >5). The majority (83 % of the sample) reported feelings of stigma due to their occupation, with the proportion being higher among women (100 % vs 78 % in men, p =0.05) and poor sleepers (95 % vs 65 % in good sleepers, p =0.03). Poor sleepers had significantly lower WHO-5 scores than good sleepers (13.8 ± 4.9 vs 16.9 ± 5.8, p =0.04) and were experiencing significantly more anxiety and/or sadness at the time they answered the questionnaire (69.1 % vs 35.3 %, p =0.02). Perceived stress was significantly positively correlated with the "Latency" dimension of the PSQI (p =0.03). CONCLUSIONS: Poor sleep quality and feelings of stigmatization were prevalent for most of the sample. Poor sleep quality was associated more frequently with reported feelings of stigmatization, anxiety and/or sadness, and impaired well-being. HIPPOKRATIA 2021, 25 (3):126-133.

2.
Psychiatriki ; 29(3): 240-248, 2018.
Article in English | MEDLINE | ID: mdl-30605428

ABSTRACT

Few studies have investigated the level of authoritarianism in the area of health. Staff with authoritarian personality may put in danger the quality of health services, especially towards stigmatized groups, such as the mentally ill and HIV positive people or the minority ethnic communities. Authoritarianism Scale (AS) by P. Heaven, is an instrument focusing on the multi-faced nature of authoritarianism and authoritarian behaviors. The aim of this study is to assess the psychometric properties of the Greek Authoritarianism Scale (AS) and to explore authoritarian attitudes of people employed in health services, in Greece. Initially, 600 individuals (health employees and medical students) were enrolled and completed AS. Additionally, 33 postgraduate students completed AS twice, in an interval of 30 days. In order to assess the psychometric properties of AS explanatory factor analysis was performed, which resulted in a 20-items scale and revealed five (5) factors: "Leadership", "Verbal hostility", "Military way of thinking", "Fear-Suspiciousness", "Achievement Motivation". Cronbach's alpha value overall was satisfactory (0.79), while values for every factor separately ranged from 0.55 to 0.76 showing moderate to satisfactory reliability. AS's test-retest reliability was high: ICC showed high to excellent agreement of AS total and factor scores between the two time points. Women and older people were less authoritarian while youngers, students and staff with primary education showed more authoritarianism. Psychiatric staff presents the lowest AS total score comparing to the other specialties. Significant differences in all categories of the sample arose in "Achievement Motivation". Greek version of AS, as evaluated in a Greek health staff sample, revealed interesting differences among participated subgroups and had overall satisfactory reliability. The influence of Authoritarianism on the major issues of our days, such as immigration flows, social and financial crisis, leads to the need of the existence of reliable measures of its assessment.


Subject(s)
Authoritarianism , Health Personnel/psychology , Adult , Educational Status , Female , Greece , Humans , Male , Middle Aged , Personality Disorders , Psychometrics , Reproducibility of Results , Surveys and Questionnaires , Young Adult
3.
Psychiatriki ; 27(3): 204-214, 2016.
Article in English | MEDLINE | ID: mdl-27837574

ABSTRACT

Lead was one of the most dangerous environmental toxic substances for a long time in western countries, and this is still the case for many places on earth today. Its neurotoxic potential is highly significant but its secure blood level concentration remains unknown. The aim of this study was to approach the above issue from the perspective of social psychiatry. A systematic search was made of Dialog and Datastar interfaces for data regarding the neuropsychiatric complications of direct or chronic exposure to lead, and a review of the relevant literature was conducted using the databases Medline, Embase, CAB Global Health and Cochrane. Lead affects the cholinergic, dopaminergic and gloutamergic systems, thus intervening in the normal function of neurotransmion. The consequence of neurotoxicity in the central nervous system includes apoptosis and excitotoxicity. Direct as well as chronic exposure causes serious neurological symptoms and possibly constant cognitive impairment. Acute encephalopathy, the most serious expression of lead poisoning, occurs in blood level concentrations over 100 µg/dL in adults and 80-100 µg/dL in children. Early symptoms of lead neurotoxicity include irritability, headaches and difficulties in concentration in both children and adults. Continuous exposure in children produces neurobehavioral symptoms, such as decreased concentration, inability to follow instructions, difficulty to play games and low IQ, which are associated with concentrations of 10-35 µg/dL. However, some studies claim that cognitive decline and low IQ can occur in concentrations <10 µg/dL. The commonest symptom in adults is peripheral neuropathy with foot drop. Prenatal exposure to lead has been correlated with antisocial behavior and schizophrenia. Long-term lead exposure causing low and medium lead concentration in blood has been linked to depression as well as generalized anxiety disorder and other behavioral disorders. High blood level concentrations correlate with psychotic symptoms like delusions and hallucinations but more rarely with psychotic syndromes. Despite the fact that lead has been banned from gasoline, paint and water pipes, quite significant quantities of lead still exist, particularly in deprived areas of modern cities, in transition zones and city centers, and there are also great concentrations around lead mines and in developing countries, but even for the remaining areas there is no safe threshold. CONCLUSIONS: Lead was and still is an environmental factor that increases neurologic and psychiatric morbidity. It also causes developmental disorders, especially in deprived areas. Prevention should be the single most important way of dealing with lead poisoning.


Subject(s)
Lead Poisoning/blood , Lead Poisoning/diagnosis , Lead , Adult , Attention/drug effects , Brain/drug effects , Child , Cognition/drug effects , Female , Greece , Humans , Infant, Newborn , Intelligence/drug effects , Lead/blood , Lead/toxicity , Maximum Allowable Concentration , Pregnancy , Prenatal Exposure Delayed Effects , Psychoses, Substance-Induced/blood , Psychoses, Substance-Induced/diagnosis , Synaptic Transmission/drug effects
4.
Psychiatriki ; 27(2): 98-105, 2016.
Article in Greek | MEDLINE | ID: mdl-27467030

ABSTRACT

Attitudes and beliefs of the population regarding the mentally ill have been universally subject of many researches. Research of different groups' opinion for mental disorders has given remarkable findings that assist in the right design of psychiatric services. Objective of this thesis is to study the attitude of students towards mental illness. In particular, it intends to study the differences derived from the age, gender, place of birth, kind of studies, year of study, duration of stay at the place of studies and the existence of mental disorders in the student's family. Data were collected from 536 students randomly selected from Universities and Technological Institutions both in Athens and Thessaloniki. In general, the participants are being divided based on the subject of their studies in undergraduates of human sciences, exact sciences, social and health sciences. The short version of the scale "Community Attitudes Toward the Mentality III" (CAMI) was used, which consists of 26 questions sorted to four subscales (domination scale, humanism scale, social exclusion scale and the scale measuring the community beliefs regarding the care of mentally ill), along with a special questionnaire in order to collect social and demographic data. Students' attitudes towards mental illness are influenced by demographic factors, the department they are studying at and the year of study. Female gender (p=0.000), personal contact with mentally ill (p=0.012), studying in Universities (p=0.031) and especially social sciences (p=0.009) are associated with positive attitudes. On the contrary, less years of studying are associated with negative attitudes whereas older students appear to score less in the Domination Scale (p=0.000). It is significant that the place of birth (p=0,335) and the duration of stay at the place of studies (r=0.735) did not show any association with the variables studied in this research. However these results cannot be compared with older researches since there are not sufficient findings. Women tend to show more humanitarian attitude towards the mentally ill in comparison to men, emphasizing the role the community plays in their support reinforcing their reintegration in the community verifying the results of research conducted in Greece and other countries. Furthermore, students who have previously been in contact with mentally ill tend to have more favorable attitude and understanding towards them. The findings concerning the age and the years of studying highlight the imperative need of exploring thoroughly the knowledge regarding the attitudes towards mental illness.


Subject(s)
Mental Disorders/psychology , Psychological Distance , Social Perception , Students/psychology , Adult , Attitude to Health , Culture , Demography , Emotional Intelligence , Female , Greece , Humans , Male , Psychological Techniques , Socioeconomic Factors , Surveys and Questionnaires
5.
Psychiatriki ; 26(3): 204-16, 2015.
Article in English | MEDLINE | ID: mdl-26480225

ABSTRACT

The aim of this study is to examine the validity of the Greek version of the Eating Disorder Examination Questionnaire 6.0 (EDE-Q-6.0) in a sample of adolescent pupils. EDE-Q is a self- report instrument that assesses attitudes and behaviors related to Eating Disorders (EDs). A two-stage identification protocol has been applied to the 16 schools that agreed to participate in the present study. Initially, 2058 adolescents, in class under the supervision of one research assistant and one teacher, completed a Questionnaire on socio-demographic data, the Greek EDE-Q-6.0 and the Greek Eating Attitudes Test (EAT-26) while their weight and height were measured. Six-hundred and twenty six participants, who had scores on EAT-26≥20 and/or were underweight or overweight, were considered as "possible-cases" while the remaining 1432 pupils of the sample were thought as "non-possible cases". At the second stage, parents of 66 of the participants identified as possible-cases as well as parents of 72 participants from 358 controls randomly selected from the sample of "non-possible cases" agreed that their children would be examined by means of Best Estimate Diagnostic Procedure. Participants meeting DSM-IV-TR Eating Disorders criteria were identified. Receiver Operating Characteristics (ROC) analysis was applied to reveal EDE-Q's criterion validity. The kappa statistic test was used as measure of agreement between categorical variables at EDE-Q and at interview (the presence of objective binge eating episode, of self-induced vomiting, the use of laxatives and of excessive exercise). The Discriminant and Convergent validity were assessed using the non-parametric Mann-Whitney U test and by means of the Spearman's correlation coefficient, respectively. Nineteen cases of EDs were identified [one case of Anorexia Nervosa (AN), 13 cases of Eating Disorder Not Otherwise Specified (EDNOS), 5 cases of Binge Eating Disorder (BED)]. At the cut off point of 2.6125 on the EDE-Q's global scale the instrument screens with a sensitivity (Se) of 89.5% and a specificity (Sp) of 73.1%, a Positive Predictive Value (PPV) of 34.7% and a Negative Predictive Value (NPV) of 97.8% The same analyses for both sexes revealed a cut-off point of 2.612 for females and of 3.125 for males on the global EDE-Q-6.0 score (Se=84.62%, Sp=73.33% for females and Se=83.33%, Sp= 84.09% for males), yielding a PPV and a NPV of 35.5% and of 96.5% for females and 41.7% and 97.4% for males, respectively. A very low agreement level, between EDE-Q and interview, was observed regarding the presence of objective bulimic episodes (OBEs) [k=0.191 (SE=0.057)] and the unhealthy weight control behaviors [k=0.295 (SE=0.073)]. Positive correlations were found between EAT-26 and EDE-Q-6.0 for both global scale and subscales (rho=0.50-0.57). The results suggest that EDE-Q-6.0, when using its global score, appears to be a proper screening tool for assessing the core psychopathology of eating disorders in community samples in two-stage screening studies since it distinguishes very well the cases from the non-cases. However, the assessment of the presence and frequency of pathological behaviours which characterize EDs appears to be problematic since adolescents, especially the younger ones, misunderstood terms like large amount of food and loss of control or misinterpret the motivation for excessive exercise. Therefore, marked discrepancies were observed between pathological behaviors self-reported at questionnaire and those detected at interview. We may assume that giving participants more information regarding the definition of these concepts may increase the accuracy with which the participants report these behaviors.


Subject(s)
Cross-Cultural Comparison , Feeding and Eating Disorders/diagnosis , Feeding and Eating Disorders/psychology , Psychometrics/statistics & numerical data , Surveys and Questionnaires , Adolescent , Anorexia Nervosa/diagnosis , Anorexia Nervosa/psychology , Binge-Eating Disorder/diagnosis , Binge-Eating Disorder/psychology , Bulimia Nervosa/diagnosis , Bulimia Nervosa/psychology , Child , Female , Greece , Humans , Male , Overweight/diagnosis , Overweight/psychology , Thinness/diagnosis , Thinness/psychology , Translating
7.
Psychiatriki ; 23(3): 212-20, 2012.
Article in Greek | MEDLINE | ID: mdl-23073544

ABSTRACT

Self-rating Anxiety Scale (SAS), introduced by Zung, has been widely used in research and in clinical practice for the detection of anxiety. The present study aims at standardizing the Greek version of SAS. SAS consists of 20 items rated on a 1-4 likert type scale. The total SAS score may vary from 20 (no anxiety at all) to 80 (severe anxiety). Two hundred and fifty four participants (114 male and 140 female), psychiatric patients, physically ill and general population individuals, aged 45.40±11.35 years, completed the following: (a) a demographic characteristics' questionnaire, (b) the SAS Greek version, (c) the Spielberg's Modified Greek State-Trait Anxiety Scale (STAI-Gr.-X) and (d) the Zung Depression Rating Scale (ZDRS). Seventy six participants answered the SAS twice within a 12th-day median period of time. The following parameters were calculated: (a) internal consistency of the SAS in terms of Cronbach's α co-efficient, (b) its test-retest reliability in terms of the Intraclass Correlation Coefficient (ICC) and (c) its concurrent and convergent validities through its score's Spearman's rho correlations with both the state and trait subscales of STAI-Gr X and the ZDRS. In addition, in order to evaluate SAS' discriminant validity, the scale's scores of the three groups of participants (psychiatric patients, physically ill and general population individuals) were compared among each other, in terms of Kruskall Wallis and Mann Whitney U tests. SAS Cronbach's alpha equals 0.897 while ICC regarding its test-retest reliability equals 0.913. Spearman's rho concerning validity: (a) when SAS is compared to STAI-Gr.-X (state), equals it 0.767, (b) when SAS is compared to STAI-Gr. X (trait), it equals 0.802 and (c) when SAS is compared to ZDRS, it equals 0.835. The mentally ill scored significantly higher in SAS compared to both the healthy and the general population. In conclusion, the SAS Greek version presents very satisfactory psychometric properties regarding its reliability and validity as well.


Subject(s)
Anxiety/diagnosis , Anxiety/psychology , Psychiatric Status Rating Scales/standards , Adult , Female , Greece , Humans , Language , Male , Middle Aged , Patients , Reproducibility of Results
8.
Ethn Health ; 17(1-2): 161-9, 2012.
Article in English | MEDLINE | ID: mdl-22292797

ABSTRACT

OBJECTIVE: Differences in psychiatric symptoms are often reported between minority and majority groups. The aim of this study was to compare Roma psychiatric outpatients who are Greek citizens living in Thrace (Greece) with outpatients belonging to the 'majority Greek group' with respect to socio-demographic characteristics, psychopathological symptoms and psychiatric diagnoses. DESIGN: A sample of 122 Roma and 132 majority Greek patients visiting the Outpatient Psychiatric Clinic at the University General Hospital of Alexandroupolis, Greece, were examined with the Structured Clinical Interview for DSM III-R (SCID-I), the International Personality Disorder Examination (IPDE) and the Derogatis Psychiatric Rating Scale (DPRS). Only those with a psychiatric diagnosis were retained in the analyses. The two groups of patients were compared in relation to their socio-demographic characteristics, their diagnoses and their scores on the DPRS symptom dimensions. RESULTS: In comparison to the majority group, Roma patients were younger, more often women, less educated, married, parents of more children, without social security coverage; The Roma group had higher scores on many DPRS symptom dimensions such as somatisation, hostility, sleep disturbance, phobic anxiety, psychoticism, psychomotor retardation, hysterical behaviour and abjection-disinterest. In addition, Roma women presented psychotic and bipolar disorders less often than the majority group women. Symptoms did not differ by ethnic group for those seeking medical certification. CONCLUSION: Roma patients face serious social problems and show greater levels of symptoms than the majority group. The limitations of this include that the sample was not representative of the general psychiatric patient population and language, as well as other cultural and educational barriers, might have obscured important aspects of the Roma people's psychopathology.


Subject(s)
Ethnicity/statistics & numerical data , Outpatients/statistics & numerical data , Personality Disorders/diagnosis , Psychiatry/statistics & numerical data , Psychotic Disorders/diagnosis , Somatoform Disorders/diagnosis , Adult , Analysis of Variance , Chi-Square Distribution , Female , Greece/epidemiology , Humans , Male , Mental Health , Middle Aged , Personality Disorders/epidemiology , Personality Tests , Poverty , Prejudice , Psychometrics , Psychotic Disorders/epidemiology , Socioeconomic Factors , Somatoform Disorders/epidemiology
9.
Psychiatriki ; 23(4): 295-303, 2012.
Article in Greek | MEDLINE | ID: mdl-23399751

ABSTRACT

The increasing prevalence of Eating Disorders over the last decades generates a growing interest of researchers and health care providers for their early detection through suitable questionnaires. The aim of the present study is to examine the reliability of the Greek version of EDE-Q 6.0 among secondary school adolescents. EDE-Q is a widely used self-report questionnaire that assesses the specific psychopathology of eating disorders. Its 6.0th version consists of 28 items. It yields two types of data: (a) four subscale scores (Restraint, Eating Concern, Shape Concern and Weight Concern) as well as a global score which is the average of the four subscale scores and (b) frequency data on key eating and compensatory behaviors (e.g. binge eating episodes, self-induced vomiting, excessive exercise). The sample comprises 257 secondary school students (133 girls and 124 boys) residents of north Evros-Greece, aged 16.1±1.4 years. The students completed the EDE-Q twice within a median interval of 34 days. In addition, their demographic data were collected and their weight and height were measured. The reliability of the EDE-Q was assessed by means of: (a) its internal consistency which was tested by Cronbach's alpha coefficient for each of the EDE-Q subscales as well as for the global score at both data collection times and (b) its test-retest reliability which was estimated by calculating: (1) intraclass correlation coefficients (ICCs) and Pearson's correlation coefficients (PCCs) for continuous variables (subscales and global score) and (2) Kendal's tau b coefficients for categorical variables (frequency of behavioral features). Cronbach's alphas indicating internal consistency of EDE-Q ranged from 0.71 to 0.91. ICCs and PCCs indicating the test-retest reliability of each subscale and the global score of the questionnaire ranged from 0.55 to 0.70 and from 0.58 to 0.73 respectively. Kendal tau b coefficients indicating the test-retest reliability of items assessing behavioral features ranged from 0.22 to 0.57. All the above correlations that concern the test-retest reliability of the EDE-Q were statistically significant at the 0.001 level. The Greek version of EDE-Q 6.0, standardized in a sample of secondary school students, presents adequate test-retest reliability and internal consistency as well.


Subject(s)
Feeding and Eating Disorders/diagnosis , Feeding and Eating Disorders/psychology , Surveys and Questionnaires , Adolescent , Female , Greece , Humans , Language , Male , Psychometrics , Reproducibility of Results , Students
10.
Psychiatriki ; 22(3): 240-8, 2011.
Article in Greek | MEDLINE | ID: mdl-21971199

ABSTRACT

Depression is the most common neuropsychiatric complication of a stroke (Post Stroke DepressionPSD) and has been shown to impede the recovery and rehabilitation of these patients. Prevalence rates of PSD vary between 6% and 79%. Direct comparison between studies is limited due to their different methodology. Etiology of PSD is determined by biological and psychosocial factors. Symptoms of PSD appear in three areas: affective, somatic and cognitive. Differential diagnosis includes post-stroke fatigue and pseudo-depressive manifestations of ischemic infarctions (apathy, aprosody, athymhormia, pseudobulbar palsy). Mortality in post-stroke patients is higher than in non-depressed stroke patients and suicide ideation is observed in 6.6-11.3% of stroke patients. Selective serotonin reuptake inhibitors (SSRI) are considered as the first choice treatment of PSD. Other therapeutic approaches include cognitive and functional rehabilitation. PSD is a potentially treatable condition, yet under-diagnosed, and has a negative effect on functional recovery and survival of stroke patients.


Subject(s)
Depressive Disorder/etiology , Depressive Disorder/psychology , Stroke/complications , Stroke/psychology , Antidepressive Agents/therapeutic use , Combined Modality Therapy , Cross-Sectional Studies , Depressive Disorder/drug therapy , Depressive Disorder/mortality , Humans , Prognosis , Selective Serotonin Reuptake Inhibitors/therapeutic use , Stroke/mortality , Suicidal Ideation
11.
Aging Ment Health ; 9(2): 142-5, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15804631

ABSTRACT

The aim of this study is to examine the mental health problems of older adults living in a residential home in a Greek rural area. A sample of 40 residents was compared with 40 matched controls attending a community open care centre for the elderly (OCCE). The following measures were used: Mini International Neuropsychiatric Interview (MINI), Geriatric Depression Screening Scale (GDSS), and the Mini Mental State Examination (MMSE). The group of the residents had a lower educational level and presented with a higher prevalence of depression and suicidality. Suicidal ideation was not significantly correlated to any of the examined independent social or psychological factors and was persistent during a period of two years follow-up. It is possible that, especially in rural areas, admission in the institution is per se a traumatic event precipitating suicidality. The issues of effective psychological care for older adults in residential care are discussed.


Subject(s)
Homes for the Aged , Mental Disorders/epidemiology , Mental Disorders/therapy , Mental Health Services/organization & administration , Residential Treatment/organization & administration , Aged , Aged, 80 and over , Depression/diagnosis , Depression/ethnology , Female , Greece/epidemiology , Humans , Male , Mental Disorders/diagnosis , Neuropsychological Tests , Pilot Projects , Prevalence , Psychotropic Drugs/therapeutic use , Rural Population , Surveys and Questionnaires
12.
Int J Psychiatry Med ; 32(3): 285-94, 2002.
Article in English | MEDLINE | ID: mdl-12489703

ABSTRACT

OBJECTIVE: Psychiatric problems are often expressed through, or coexist with, somatic symptoms. Cultural factors may influence this association. This study aims to 1) estimate the prevalence of mental health problems in a sample of primary care attendees in a rural area of Greece, and 2) investigate the differences in psychiatric symptomatology among patients from different religious/cultural backgrounds. METHOD: Over a three-month period, 300 consecutive adult patients (Christians and Moslems) at the rural Primary Care Health Centre of Iasmos in Thrace, Greece, were assessed with the 28-item General Health Questionnaire. RESULTS: The probable prevalence of mental health problems was estimated at 32 percent. Only for a small minority of the patients (3.3 percent) psychological problems were the presenting complaint. Moslems scored significantly higher than Christians in the somatic complaints subscale (p < 0.001). CONCLUSION: Mental health problems are common in primary care although they rarely constitute a reason for consultation. Sociocultural background may affect the presentation of psychological distress. Primary health care staff have a significant role in identifying hidden psychiatric morbidity.


Subject(s)
Christianity , Islam , Mental Disorders/epidemiology , Primary Health Care , Somatoform Disorders/epidemiology , Adult , Aged , Ambulatory Care , Cross-Cultural Comparison , Culture , Female , Greece/epidemiology , Health Surveys , Humans , Male , Mental Disorders/diagnosis , Mental Disorders/therapy , Middle Aged , Prevalence , Rural Population/statistics & numerical data , Somatoform Disorders/diagnosis , Somatoform Disorders/therapy
13.
Eur Addict Res ; 7(1): 24-31, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11316922

ABSTRACT

This study aims to investigate associations between sociodemographic and psychological characteristics and smoking among Greek medical students. The students studied were separated into four groups: non-smokers and occasional, regular and heavy smokers. The students completed a battery of inventories and checklists. Immigrant students, users of other psychoactive substances, students more prone to minor delinquency and students with high scores on activity level, approach to new situations, sociability and novelty seeking showed higher smoking rates. A better understanding of these differences could be useful for the planning of antismoking policy.


Subject(s)
Smoking/psychology , Students, Medical/psychology , Adolescent , Adult , Age Factors , Alcohol Drinking/epidemiology , Alcohol Drinking/genetics , Alcohol Drinking/psychology , Data Collection , Female , Greece , Humans , Male , Sex Factors , Smoking/epidemiology , Smoking/genetics , Socioeconomic Factors , Statistics as Topic , Students, Medical/statistics & numerical data , Substance-Related Disorders/epidemiology , Substance-Related Disorders/psychology
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