Measurement invariance

测量不变性
  • 文章类型: Journal Article
    本研究旨在进一步研究匈牙利大学生样本中UDRQ的因素结构和测量不变性。
    首先,在837名匈牙利大学生中检查了UDRQ的因素结构。具体来说,构建并比较了两种测量模型(一阶模型和二阶模型)。其次,检查了UDRQ的内部一致性可靠性。第三,对UDRQ的测量不变性进行了性别评估。最后,在两个不同的样品中评估了UDRQ的测量不变性。
    发现一阶模型优于二阶模型,并且更好地代表了UDRQ子量表的因子结构。Cronbachα和复合信度的结果表明,两个UDRQ分量表的内部一致性可靠性令人满意。测量不变性分析表明,UDRQ测量模型在性别和样本之间是严格不变的。
    本研究的结果表明,UDRQ显示出令人满意的信度和效度,可用于评估匈牙利大学生的需求和资源。
    UNASSIGNED: The present study aimed to further examine the factor structure and measurement invariance of the UDRQ among a sample of Hungarian university students.
    UNASSIGNED: Firstly, the factor structure of the UDRQ was examined among 837 Hungarian university students. Specifically, two measurement models (first-order model and second-order model) were constructed and compared. Secondly, the internal consistency reliability of the UDRQ was examined. Thirdly, measurement invariance of the UDRQ was evaluated across genders. Finally, measurement invariance of the UDRQ was evaluated across two different samples.
    UNASSIGNED: It was found that the first-order model outperformed the second-order model and better represented the factor structure of the UDRQ subscales. Results of Cronbach\'s alpha and Composite Reliability suggested that the internal consistency reliabilities of the two UDRQ subscales were satisfactory. Measurement invariance analysis revealed that the UDRQ measurement model was strict invariant across genders and samples.
    UNASSIGNED: The findings of the present study indicated that the UDRQ displayed satisfactory reliability and validity and could be used to assess demands and resources of Hungarian university students.
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  • 文章类型: Journal Article
    Facebook是最受欢迎的社交网站之一。然而,Facebook入侵或成瘾是一个越来越令人担忧的问题,因为它涉及对Facebook的过度依恋,这扰乱了日常运作。迄今为止,很少有研究研究在衡量Facebook成瘾方面是否存在跨文化差异。本研究的目的是调查Facebook入侵问卷(FIQ)的跨文化有效性和测量不变性,最广泛使用的Facebook成瘾指标之一,在25个国家(N=12,204,62.3%为女性;平均年龄=25岁)。多组验证性因子分析(MGCFA)评估了跨文化有效性和不变性。此外,个体验证性因子分析评估了每个国家不同性别的因子结构和测量不变性。FIQ证明了不同国家和指标(13个国家)的部分指标不变性,单个国家内跨性别的标量(11个国家)或残差(10个国家)不变性。单因素模型表明在18个国家很适合。Cronbach对整个样品的α为.85。我们的研究结果表明,FIQ可以提供对Facebook成瘾的充分评估,这种评估在不同文化中在心理上是等同的。此外,问卷似乎是通用的,适合在不同的文化环境中研究不同的社交媒体。因此,这个强大的工具可用于探索与特定媒体相关的行为,这些媒体在任何特定国家都特别受欢迎。
    Facebook is one of the most popular social networking sites. However, Facebook intrusion or addiction is a growing concern as it involves an excessive attachment to Facebook, which disrupts daily functioning. To date, few studies have examined whether cross-cultural differences in the measurement of Facebook addiction exist. The aim of this study was to investigate the cross-cultural validity and measurement invariance of the Facebook Intrusion Questionnaire (FIQ), one of the most widely used measures of Facebook addiction, across 25 countries (N = 12,204, 62.3% female; mean age = 25 years). Multigroup confirmatory factor analyses (MGCFA) assessed cross-cultural validity as well as invariance. Additionally, individual confirmatory factor analyses evaluated the factorial structure and measurement invariance across genders in each country. The FIQ demonstrated partial metric invariance across countries and metric (13 countries), scalar (11 countries) or residual (10 countries) invariance across genders within individual countries. A one-factor model indicated a good fit in 18 countries. Cronbach\'s alpha for the entire sample was .85. Our findings suggest that the FIQ may provide an adequate assessment of Facebook addiction that is psychometrically equivalent across cultures. Moreover, the questionnaire seems to be universal and suitable for studying different social media in distinct cultural environments. Consequently, this robust tool can be used to explore behaviours related to specific media that are particularly popular in any given country.
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  • 文章类型: Journal Article
    目前的研究提出了参与运动训练量表(EATS)的开发过程和初步验证,旨在评估运动员在运动训练中的参与度。在研究1中,实现了EATS的项目生成和初始内容效度。在研究2中,使用探索性因子分析(EFA)和探索性结构方程模型(ESEM)检查了EATS的因子结构。检查了分量表的内部一致性可靠性(N=460)。在研究3中,因子结构,判别效度,内部一致性可靠性,在一个独立的样本(N=513)中进一步检查了EATS的法理有效性。同时,评估了样本(研究2和研究3)和性别之间的EATS测量不变性。总的来说,3项严格研究的结果为19项EATS提供了初步的心理测量证据,并表明EATS可以用作评估运动员参与运动训练的有效和可靠的措施。
    The current study presents the development process and initial validation of the Engagement in Athletic Training Scale (EATS), which was designed to evaluate athletes\' engagement in athletic training. In study 1, item generation and initial content validity of the EATS were achieved. In study 2, the factor structure of the EATS was examined using exploratory factor analysis (EFA) and exploratory structural equation modeling (ESEM). Internal consistency reliabilities of the subscales were examined (N = 460). In study 3, factor structure, discriminant validity, internal consistency reliability, and nomological validity of the EATS were further examined in an independent sample (N = 513). Meanwhile, measurement invariance of the EATS across samples (study 2 and study 3) and genders was evaluated. Overall, results from the 3 rigorous studies provided initial psychometric evidence for the 19-item EATS and suggested that the EATS could be used as a valid and reliable measure to evaluate athletes\' engagement in athletic training.
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  • 文章类型: Journal Article
    近年来,对使用社交网站动机的研究大大增加。然而,很少有研究检查衡量这些动机的量表的心理验证。本研究修订了社交网站使用动机(SNSUM)量表,以便在中国环境中应用。共有931名中国青少年和本科生,16-23岁,完成了调整后的SNSUM量表和生活满意度评估。项目分析显示SNSUM量表中的所有项目均保留用于探索性因子分析(EFA)。EFA结果揭示了一个五因素解决方案,解释了总方差的75.37%,因子载荷超过0.40。该因子结构与理论预期和先前的研究一致。验证性因素分析(χ2=415.633;df=92,CFI=0.934,TLI=0.914,RMSEA=0.080)和测量不变性表明该量表在不同性别和年龄队列中具有稳健的结构效度。它还显示出较高的内部一致性(Cronbach'sα=0.950)和出色的重测可靠性(组内相关系数=0.952)。值得注意的是,SNSUM与生活满意度呈显著正相关(r=0.531)。研究结果证实,该量表在中国青少年和大学生中具有稳健的心理测量特性,表明它在中国文化背景下的适用性。
    Research into the motivations for using social network sites has greatly increased in recent years. However, few studies have examined the psychometric validation of scales measuring these motivations. This research revised the Social Network Sites Use Motivations (SNSUM) Scale for application in a Chinese context. A total of 931 Chinese adolescents and undergraduates, aged 16-23 years, completed the adapted SNSUM scale and assessments of life satisfaction. Item analysis indicated all items in the SNSUM scale were retained for exploratory factor analysis (EFA). EFA results revealed a five-factor solution, explaining 75.37 % of the total variance, with factor loadings exceeding 0.40. This factor structure aligns with theoretical expectations and previous studies. Confirmatory factor analysis (χ2 = 415.633; df = 92, CFI = 0.934, TLI = 0.914, RMSEA = 0.080) and measurement invariance indicate robust construct validity of the scale across diverse gender and age cohorts. It also showed high internal consistency (Cronbach\'s α = 0.950) and excellent test-retest reliability (intraclass correlation coefficient = 0.952). Notably, SNSUM demonstrated a significant positive correlation with life satisfaction (r = 0.531). The findings confirm that the scale has robust psychometric properties among Chinese adolescents and undergraduates, suggesting its applicability within the context of Chinese culture.
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  • 文章类型: Journal Article
    背景:睡眠状况指标(SCI),基于更新的精神疾病诊断和统计手册的失眠测量工具,第五版(DSM-5)标准具有健全的心理测量特性,适用于各种人群,在这里对医疗保健学生进行了纵向评估,证明其在这个特别高风险人群中的测量特性和不变性。
    方法:招募了一所中国大学的医疗保健学生参加这项两波纵向研究,完成简体中文版本的SCI(SCI-SC),中国规律,满意,警觉性,定时,效率,持续时间(RU_SATED-C)刻度,中国患者健康问卷-4(PHQ-4-C),和2022年9月至11月的社会人口统计学变量问卷(Q-SV)。结构有效性,测量不变性(MI),收敛效度和判别效度,内部一致性,并对SCI-SC的重测信度进行了检查。性别分组,年龄,homelocation,兼职工作,体育锻炼,并对压力应对策略进行了两次调查,以测试横截面和纵向MI。
    结果:我们确定了343个有效应答(62.9%为女性,平均年龄=19.650±1.414岁),时间间隔为7天。双因素结构被认为是令人满意的(比较拟合指数=0.953-0.989,塔克-刘易斯指数=0.931-0.984,逼近的均方根误差=0.040-0.092,标准化均方根残差=0.039-0.054),除了兼职工作小组外,大多数人都支持严格的不变性,因此建立纵向不变性。SCI-SC在RU_SATED-C量表(r≥0.500)下表现出可接受的收敛有效性,PHQ-4-C(0.300≤r<0.500)的判别效度,内部稠度(克朗巴赫的α=0.811-0.835,麦当劳的ω=0.805-0.832),和重测信度(组内相关系数=0.829)。
    结论:SCI-SC是一种合适的筛查工具,可用于评估医疗保健学生的失眠症状,和有前途的测量属性提供了额外的证据,关于有效性和可靠性检测保健学生失眠。
    BACKGROUND: The Sleep Condition Indicator (SCI), an insomnia measurement tool based on the updated Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria with sound psychometric properties when applied in various populations, was evaluated here among healthcare students longitudinally, to demonstrate its measurement properties and invariance in this particularly high-risk population.
    METHODS: Healthcare students of a Chinese university were recruited into this two-wave longitudinal study, completing the simplified Chinese version of the SCI (SCI-SC), Chinese Regularity, Satisfaction, Alertness, Timing, Efficiency, Duration (RU_SATED-C) scale, Chinese Patient Health Questionnaire-4 (PHQ-4-C), and sociodemographic variables questionnaire (Q-SV) between September and November 2022. Structural validity, measurement invariance (MI), convergent and discriminant validity, internal consistency, and test-retest reliability of the SCI-SC were examined. Subgroups of gender, age, home location, part-time job, physical exercise, and stress-coping strategy were surveyed twice to test cross-sectional and longitudinal MI.
    RESULTS: We identified 343 valid responses (62.9% female, mean age = 19.650 ± 1.414 years) with a time interval of seven days. The two-factor structure was considered satisfactory (comparative fit index = 0.953-0.989, Tucker-Lewis index = 0.931-0.984, root means square error of approximation = 0.040-0.092, standardized root mean square residual = 0.039-0.054), which mostly endorsed strict invariance except for part-time job subgroups, hence establishing longitudinal invariance. The SCI-SC presented acceptable convergent validity with the RU_SATED-C scale (r ≥ 0.500), discriminant validity with the PHQ-4-C (0.300 ≤ r < 0.500), internal consistency (Cronbach\'s alpha = 0.811-0.835, McDonald\'s omega = 0.805-0.832), and test-retest reliability (intraclass correlation coefficient = 0.829).
    CONCLUSIONS: The SCI-SC is an appropriate screening instrument available for assessing insomnia symptoms among healthcare students, and the promising measurement properties provide additional evidence about validity and reliability for detecting insomnia in healthcare students.
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  • 文章类型: Journal Article
    该研究的目的是在马来西亚大学生中验证马来语版本的患者健康问卷-4(PHQ-4)。在马来西亚的三所大学进行了横断面调查(N=500;平均年龄=21.66±1.57)。马来PHQ-4的内部一致性是可以接受的(α=0.78,95%CI[.74,.81]),而测试-重测可靠性良好(ICC=.77,95%CI[.34,.91],p<.001)。单因素结构在验证性因子分析中显示出最佳拟合,并且在性别之间相似。马来PHQ-4具有可接受的心理测量特性,可用于马来西亚本科生的临床前筛查目的。
    The study\'s objective is to validate the Malay version of the Patient Health Questionnaire-4 (PHQ-4) among Malaysian undergraduates. A cross-sectional survey was distributed at three universities in Malaysia (N = 500; mean age = 21.66 ± 1.57). The internal consistency of the Malay PHQ-4 was acceptable (α = .78, 95 % CI [.74, .81]), while the test-retest reliability was good (ICC = .77, 95 % CI [.34, .91], p < .001). The one-factor structure showed the best fit in confirmatory factor analysis and was similar across sexes. The Malay PHQ-4 has acceptable psychometric properties and can be used for pre-clinical screening purposes among Malaysian undergraduate students.
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  • 文章类型: Journal Article
    目的:焦虑敏感性(AS)是指对焦虑相关的感觉唤醒的恐惧,并已被发现与心理困扰和精神问题的增加有关。虽然焦虑敏感性指数-3(ASI-3)已被证实在评估该结构中是有效的,它是否在大学生中一贯适用仍然难以捉摸。本研究旨在研究因2019年新型冠状病毒病(COVID-19)大流行而遭受校园封锁的大学生中ASI-3(C-ASI-3)的中文版心理测量特性和测量不变性。
    方法:本研究共纳入1532名16至25岁的中国大学生(397名,男性25.9%)。采用验证性因子分析(CFA)验证C-ASI-3的因子结构。进行了多组CFA,以分析性别方面的测量不变性。计算McDonald的欧米茄值,以检查量表的可靠性。对于标准,convergent,和不同的有效性,C-ASI-3分量表的平均方差提取(AVE)值,每个因素的AVE平方根与因素间相关性之间的差异,以及C-ASI-3与其他三个量表之间的皮尔逊相关性和偏相关,包括大萧条,焦虑,和应力标度-21(DASS-21),状态特质焦虑量表(STAI),并对COVID-19恐惧量表(FCV-19S)进行评估。
    结果:C-ASI-3呈现三因素尺度结构,拟合指数如下:χ2/df=11.590,CFI=0.938,RMSEA=0.083,SRMR=0.042。性别之间达到了严格的测量不变性。关于收敛有效性,C-ASI-3与DASS-21(r=0.597,p<0.01)和STAI(r=0.504,p<0.01)高度相关。C-ASI-3分量表的所有AVE值均大于0.5。就分歧有效性而言,C-ASI-3与FCV-19S呈中等相关性(r=0.360,p<0.01)。各因子AVE的根的平方高于因子间相关性。三个维度的麦当劳欧米茄值范围为0.898~0.958。
    结论:C-ASI-3在大学生中具有可接受的心理测量特性。不同性别的大学生对量表结构的理解是一致的。
    OBJECTIVE: Anxiety sensitivity (AS) refers to fear of anxiety-related sensory arousal and has been revealed to be associated with increased psychological distress and mental problems. Although Anxiety Sensitivity Index-3 (ASI-3) has been confirmed to be effective in evaluating this construct, whether it is consistently applicable in college students is still elusive. The present study aimed to examine the psychometric properties and measurement invariance of Chinese version of ASI-3 (C-ASI-3) among college students experiencing campus lockdown due to novel coronavirus disease 2019 (COVID-19) pandemic.
    METHODS: A total of 1532 Chinese college students (397, 25.9% males) aged between 16 and 25 were included in this study. Confirmatory factor analysis (CFA) was used to verify the factor structure of C-ASI-3. Multi-group CFA was conducted for analysis of measurement invariance with regard to gender. McDonald\'s omega values were computed for examination of scale reliability. For criterion, convergent, and divergent validity, average variance extracted (AVE) values for C-ASI-3 subscales, difference between square root of AVE for each factor and inter-factor correlation, as well as pearson correlation and partial correlation between the C-ASI-3 and other three scales, including the Depression, Anxiety, and Stress Scale-21 (DASS-21), the State-Trait Anxiety Inventory (STAI), and the Fear of COVID-19 scale (FCV-19 S) were evaluated.
    RESULTS: The C-ASI-3 presented a three-factor scale structure with fit indices being as follows: χ2/df = 11.590, CFI = 0.938, RMSEA = 0.083, SRMR = 0.042. Strict measurement invariance was reached across gender. Regarding convergent validity, the C-ASI-3 had a high correlation with the DASS-21 (r = 0.597, p < 0.01) and the STAI (r = 0.504, p < 0.01). All AVE values for C-ASI-3 subscales were above 0.5. In terms of divergent validity, the C-ASI-3 had medium correlation with the FCV-19 S (r = 0.360, p < 0.01). Square of root of AVE for each factor was higher that inter-factor correlation. McDonald\'s omega values of the three dimensions ranged from 0.898 ~ 0.958.
    CONCLUSIONS: The C-ASI-3 has acceptable psychometric properties among college students. College students with different gender have consistent understanding on the scale construct.
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  • 文章类型: Journal Article
    身体活动的感知益处和障碍在确定日常身体活动水平方面起着至关重要的作用。然而,以前的研究采用了缺乏足够验证的工具,导致关于这两个因素的影响的结论不一致。因此,这个国家,进行了基于人群的研究,以评估心理测量特性,测量不变性,和中文版本的感知益处(C-PBEPA)和身体活动障碍(C-PBAPA)量表的预测效度。
    将最终样本(N=2942,男孩为49.3%)随机分为两个子样本。第一个子样本用于探索性因子分析,第二个子样本用于验证性因子分析。检查了性别和年龄组的测量不变性。建立了结构方程模型,以检查修订后的C-PBEPA和C-PBAPA对中度至重度PA的预测有效性。
    结果表明,两个尺度都是一维的,具有出色的模型拟合度(例如,X2/df<3,CFI>0.9,RMSEA<0.06),并证明了收敛有效性。研究结果还显示,青春期前和青少年组之间缺乏C-PBAPA的标量不变性(ΔCFI>0.01),并支持两种量表的预测有效性(p<0.001)。
    研究表明,修订后的C-PBAPA和C-PBAPA是衡量中国青少年对PA的感知益处和障碍的有效量表。
    UNASSIGNED: The perceived benefits and barriers to physical activity play crucial roles in determining daily physical activity levels. However, previous studies have employed tools lacking adequate validation, leading to inconsistent conclusions about the impact of these two factors. Therefore, this national, population-based study was conducted to assess the psychometric properties, measurement invariance, and predictive validity of the Chinese versions of the perceived benefits (C-PBEPA) and barriers to physical activity (C-PBAPA) scales.
    UNASSIGNED: The final sample (N = 2942, 49.3 % for boys) was randomly split into two subsamples. The first subsample was used for exploratory factor analysis and the second subsample was used for confirmatory factor analysis. Measurement invariance across gender and age groups were examined. Structural equation models were developed to examine the predictive validity of the revised C-PBEPA and C-PBAPA on moderate to vigorous PA.
    UNASSIGNED: The results showed that both scales were unidimensional, had excellent model fit (e.g., X 2/df < 3, CFI >0.9, RMSEA <0.06) and demonstrated convergent validity. Findings also revealed lack of scalar invariance for C-PBAPA between preadolescents and adolescents\' groups (ΔCFI >0.01) and supported the predictive validity of both scales (p < 0.001).
    UNASSIGNED: The study demonstrated that the revised C-PBEPA and C-PBAPA are valid scales for measuring Chinese adolescents\' perceived benefits and barriers to PA.
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  • 文章类型: Journal Article
    目的:本研究旨在评估中文版认知情绪调节问卷短(CERQ-short)在癌症患者中的心理测量特性和测量不变性(MI)。
    方法:这项横断面研究包括来自中国大陆的505名癌症患者。除了社会人口统计学和临床特征,CERQ-short和遇险温度计被纳入研究测量.
    结果:项目分析显示有希望的结果。CFA的结果表明,CERQ-short在癌症患者中显示出令人满意的因子效度。Cronbach的α系数在0.663和0.910之间,而McDonald的ω系数在0.664和0.910之间。CERQ-short具有足够的收敛性,癌症患者的判别效度和并行效度。最后,MI支持CERQ-short在性别上表现出强烈的测量等效性,居住和年龄。
    结论:这项研究表明,CERQ-short的中文版具有令人信服的心理测量特性和MI,这支持它在癌症患者中的使用。
    OBJECTIVE: The study aimed to evaluate the psychometric properties and measurement invariance (MI) of the Chinese version of the cognitive emotion regulation questionnaire-short (CERQ-short) in cancer patients.
    METHODS: This cross-sectional study included 505 cancer patients from mainland China. In addition to sociodemographic and clinical characteristics, the CERQ-short and the distress thermometer were included in the study measures.
    RESULTS: Item analysis indicated a promising result. And the results of CFA indicated that the CERQ-short demonstrated satisfactory factorial validity in cancer patients. Cronbach\'s alpha coefficients were between 0.663 and 0.910, while McDonald\'s omega coefficients were between 0.664 and 0.910. The CERQ-short had sufficient convergent, discriminant and concurrent validity among cancer patients. Lastly, MI supported that the CERQ-short demonstrated strong measurement equivalence across gender, residence and age.
    CONCLUSIONS: This study shows that the Chinese version of the CERQ-short has convincing psychometric properties and MI, which supports its use in cancer patients.
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  • 文章类型: Journal Article
    惩罚敏感性和奖励敏感性问卷(SPSRQ)是一种自我报告工具,广泛用于评估个人的强化敏感性水平。药物成瘾与强化敏感性密切相关,但是缺乏评估吸毒者强化敏感性的测量工具,有必要在吸毒者中修订和应用SPSRQ。这项研究从湖南省五个强制康复中心招募了819名吸毒者(平均年龄=34.74;56.41%为女性),中国。通过进行信度分析和效度分析,评估了SPSRQ在物质使用障碍患者中的适用性,在6周后由127名个体进行复检。SPSRQ的探索性因素分析显示,患有物质使用障碍的人具有稳定的双因素结构。验证性因子分析表明,双因素结构的拟合优度指数可接受。SPSRQ还显示出良好的可靠性以及收敛和判别有效性证据。SPSRQ的双因素结构也证明了跨性别的测量不变性。进一步的比较分析发现,男性的奖励敏感性程度高于女性。一般来说,SPSRQ在中国药物依赖人群中显示出良好的信度和效度,适用于有物质使用障碍的中国人的研究和应用。这些关于物质使用障碍患者人格特质的发现为进一步研究提供了坚实的基础。
    The Sensitivity to Punishment and Sensitivity to Reward Questionnaire (SPSRQ) is a self-report tool widely used to assess individuals\' level of reinforcement sensitivity. Drug addiction is strongly associated with reinforcement sensitivity, but there is a lack of measurement tools to assess reinforcement sensitivity in drug users, necessitating the revision and application of the SPSRQ among drug users. This study recruited 819 drug users (mean age = 34.74; 56.41% female) from five compulsory rehabilitation centers in Hunan Province, China. The applicability of the SPSRQ among person with substance use disorder was assessed by conducting reliability analyses and validity analyses, with retesting performed by 127 individuals after 6 weeks. Exploratory factor analysis for the SPSRQ showed a stable two-factor structure in person with substance use disorder. Confirmatory factor analysis indicated acceptable goodness of fit indexes for the two-factor structure. The SPSRQ also demonstrated good reliability and convergent and discriminant validity evidence. The two-factor structure of the SPSRQ also demonstrated measurement invariance across gender. Further comparative analysis found that the degree of reward sensitivity was higher for males than for females. Generally, the SPSRQ has shown evidence of good reliability and validity in Chinese drug-dependent populations, and it is suitable for research and application with Chinese person with substance use disorder. These findings about the personality traits of people with substance use disorder provide a solid basis for further research.
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