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Comparing the Measured and Latent Dark Triad: Are Three Measures Better than One? 测量和潜在暗三联征的比较:三个测量比一个好吗?
Pub Date : 2011-10-03 DOI: 10.2458/JMM.V2I1.12363
P. Jonason, Phillip S. Kavanagh, Gregory D. Webster, Debra Fitzgerald
Could measurement level be a factor worth considering when studying the Dark Triad (i.e., narcissism, psychopathy, and Machiavellianism)? In two studies (N = 465), we compared the relative fit of two Dark Triad models: one that treats the three measures as separate-yet-related personality traits and another that treats the measures as tapping a single, latent construct. Mid-level personality traits, such as mate-retention strategies (Study 1) were best explained by a three-measure model, whereas the higher-order trait of sociosexuality (Study 2), were best explained by a single, latent-factor model. When considering mid-level measurement in personality, the three traits may provide independent effects for interpersonal relationships, whereas at the higher-order level, the three traits may function as a single entity relating to other higher-order traits. We suggest one should consider level of measurement between the predictor and criterion variables to better predict correlations among variables such as the Dark Triad.
在研究黑暗三位一体(即自恋、精神病和马基雅维利主义)时,测量水平是否值得考虑?在两项研究(N = 465)中,我们比较了两种黑暗三合一模型的相对拟合度:一种将这三种测量方法视为独立但相关的人格特征,另一种将这三种测量方法视为挖掘单一的潜在结构。中等水平的人格特征,如配偶保留策略(研究1)最好用三测量模型来解释,而高阶的社会性特征(研究2)最好用单一的潜在因素模型来解释。在人格的中层测量中,这三种特质可能对人际关系产生独立的影响,而在高阶水平上,这三种特质可能作为一个整体与其他高阶特质相关。我们建议应该考虑预测变量和标准变量之间的测量水平,以更好地预测变量之间的相关性,如黑暗三合一。
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引用次数: 47
Correlation Coefficients: Mean Bias and Confidence Interval Distortions 相关系数:平均偏差和置信区间失真
Pub Date : 2011-06-02 DOI: 10.2458/JMM.V1I2.114
R. Gorsuch, C. Lehmann
Non-zero correlation coefficients have non-normal distributions, affecting both means and standard deviations. Previous research suggests that z transformation may effectively correct mean bias for N's less than 30. In this study, simulations with small (20 and 30) and large (50 and 100) N's found that mean bias adjustments for larger N's are seldom needed. However, z transformations improved confidence intervals even for N = 100. The improvement was not in the estimated standard errors so much as in the asymmetrical CI's estimates based upon the z transformation. The resulting observed probabilities were generally accurate to within 1 point in the first non-zero digit. These issues are an order of magnitude less important for accuracy than design issues influencing the accuracy of the results, such as reliability, restriction of range, and N. DOI:10.2458/azu_jmmss_v1i2_gorsuch
非零相关系数具有非正态分布,同时影响均值和标准差。先前的研究表明,z变换可以有效地纠正N小于30的平均偏差。在本研究中,小N(20和30)和大N(50和100)的模拟发现,很少需要对较大N进行平均偏差调整。然而,即使在N = 100时,z变换也改善了置信区间。改进不是在估计的标准误差上,而是在基于z变换的非对称CI估计上。由此观察到的概率通常精确到第一个非零数字的1点以内。与影响结果准确性的设计问题(如可靠性、范围限制和n)相比,这些问题对准确性的重要性要低一个数量级
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引用次数: 34
Construct validation of quality of life for the severely mentally ill 构建重度精神病患者生活质量的验证
Pub Date : 2011-05-04 DOI: 10.2458/V1I2.101
G. W. Johnson
This study focused on the quality of life experienced by persons with severe mental illness (SMI). Previous studies indicate the need for a multi-dimensional approach to the study of quality of life and its subjective indicators. For the SMI, attention should be paid not only to the direct and intentional effects of interventions, but also to the indirect and unintentional effects, both negative and positive. Hence, a global evaluation of individuals within this group is indicated. A multitrait-multimethod approach to construct validation using confirmatory factor analysis was employed. The hypothesized factors were modeled as multiple traits and the multiple perspectives of the respondents (i.e. patient, case manager, family member) were multiple methods. A total of 265 severely mentally ill adults served by a network of agencies in four cities were randomly sampled. The sample was approximately 50% male and 50% female, ages ranged from 19-78 years. DOI:10.2458/azu_jmmss_v1i2_johnson
本研究的重点是重度精神疾病(SMI)患者的生活质量。以往的研究表明,需要一个多维的方法来研究生活质量及其主观指标。对于重度精神障碍,不仅要注意干预措施的直接影响和有意影响,还要注意间接影响和无意影响,包括消极影响和积极影响。因此,需要对这一群体中的个人进行全面评估。采用验证性因子分析的多特质-多方法构建验证。假设因素采用多特征建模,被调查者(即患者、病例管理者、家属)的多视角采用多方法。在四个城市的一个机构网络中随机抽取了265名患有严重精神疾病的成年人。样本中男性约占50%,女性约占50%,年龄在19-78岁之间。DOI: 10.2458 / azu_jmmss_v1i2_johnson
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引用次数: 0
The Pitfalls of a Tool-based Science and the Promise of a Problem-focused Science 以工具为基础的科学的陷阱和以问题为中心的科学的希望
Pub Date : 2011-05-04 DOI: 10.2458/V1I2.99
Patrick E. McKnight, M. Johns, P. McGovern, Julius Najab
Our present social sciences are at risk of losing sight of their primary purpose: the goal of reducing uncertainty. For years social scientists have drifted slowly toward the routine of employing of accepted methodological, conceptual, and analytical tools rather than engaging in problem oriented inquiry. Scientific contributions are reviewed in accordance to their compliance with the routine application of tools rather than focusing on their ability to problem-solve for a wider population. Researchers in every area of psychology for instance now insist on using methods such as random assignment and control groups, as well as data analytic procedures such as null hypothesis significance testing without regard to their relevance. A problem-focused inquiry would not dictate the routine use of any particular tool but rather the judicious application of tools when deemed appropriate. The following article describes  the current situation in the framework contrasting toolbased and problem-focused inquiry and offers several insights that may create a more balanced and fruitful approach to scientific inquiry. DOI:10.2458/azu_jmmss_v1i2_mcknight
我们目前的社会科学正面临着失去其主要目的的风险:减少不确定性的目标。多年来,社会科学家慢慢地倾向于使用公认的方法、概念和分析工具,而不是从事面向问题的调查。科学贡献是根据它们是否符合工具的常规应用来审查的,而不是集中在它们为更广泛的人群解决问题的能力上。例如,心理学各个领域的研究人员现在坚持使用随机分配和对照组等方法,以及数据分析程序,如零假设显著性检验,而不考虑它们的相关性。以问题为中心的调查不会规定任何特定工具的常规使用,而是在认为适当时明智地应用工具。下面的文章描述了基于工具的探究和以问题为中心的探究的对比框架的现状,并提供了一些见解,这些见解可能会创造一种更平衡、更富有成效的科学探究方法。DOI: 10.2458 / azu_jmmss_v1i2_mcknight
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引用次数: 1
Patterns of enrollment in randomized and preference trials of behavioral treatments for insomnia 失眠症行为治疗的随机和偏好试验的入组模式
Pub Date : 2011-05-04 DOI: 10.2458/V1I2.100
S. Sidani, R. Bootzin, P. Moritz, Dana Epstein, Joyal Miranda, J. Cousins
Participants’ preferences for treatment may deter enrollment in a randomized clinical trial (RCT). The Partially randomized clinical trial (PRCT) is proposed as an alternative design to increase enrollment rate and enhance representativeness of the sample. There is limited evidence supporting the advantages of the PRCT. This study aimed to examine enrollment and refusal rates, reasons for refusal, and clinical profile of persons who declined participation and those who enrolled, in the context of a RCT and a PRCT. Persons with chronic insomnia completed a questionnaire to determine if they met the eligibility criteria regarding type, frequency, and duration of insomnia. Those who declined participation indicated reasons for refusal. Enrollment rate was computed as the percentage of individuals who took part in the study out of those found eligible. Independent sample t-test was used to compare enrollees and non-enrollees on characteristics of insomnia. The results showed a higher enrollment rate in the RCT than PRCT. Reasons for refusal were similar under the RCT and PRCT. Significant differences between enrollees and non-enrollees were found on fewer characteristics in the RCT than PRCT. The results do not support the advantages of the PRCT in enhancing enrollment of participants in studies evaluating the effectiveness of behavioral treatments of chronic insomnia.
参与者对治疗的偏好可能会影响随机临床试验(RCT)的入组。部分随机临床试验(PRCT)被建议作为一种替代设计,以提高入学率和增强样本的代表性。支持PRCT优势的证据有限。本研究的目的是在RCT和PRCT的背景下检查入组率和拒绝率、拒绝原因以及拒绝参与和入组者的临床资料。慢性失眠症患者完成了一份调查问卷,以确定他们是否符合失眠类型、频率和持续时间的资格标准。那些拒绝参加的人说明了拒绝的理由。入组率是指参加研究的个体在符合条件的个体中所占的百分比。采用独立样本t检验比较入组与非入组患者的失眠特征。结果显示RCT的入组率高于PRCT。拒绝的理由在RCT和PRCT下是相似的。与PRCT相比,RCT中入组者和非入组者在更少的特征上存在显著差异。结果不支持PRCT在评估慢性失眠症行为治疗有效性的研究中增加参与者入组的优势。
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引用次数: 2
A Note on the Interpretation of Scale Values in Multidimensional Scaling Growth Analysis 多维标度增长分析中标度值解释的注解
Pub Date : 2011-03-01 DOI: 10.2458/V2I2.15988
Cody Ding
Multidimensional Scaling (MDS) has been used as a growth mixture modeling technique in psychological and education research in recent years. This note focuses on a detailed explanation of interpreting the scale values in MDS growth analysis. Since scale values from MDS growth analysis are based on the Euclidean metric, we attempt to offer some guidance on interpretation of the scale values in terms of percentage of change in growth between each time interval. This approach is illustrated with a hypothetical example, and it can be used in actual research settings. DOI:10.2458/azu_jmmss_v2i2_ding
近年来,多维尺度(MDS)作为一种生长混合建模技术在心理和教育研究中得到广泛应用。本文重点对MDS增长分析中尺度值的解释进行了详细说明。由于MDS增长分析的尺度值基于欧几里得度量,我们试图根据每个时间间隔之间的增长变化百分比提供一些解释尺度值的指导。这个方法用一个假设的例子来说明,它可以在实际的研究环境中使用。DOI: 10.2458 / azu_jmmss_v2i2_ding
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引用次数: 0
Measuring Individual Growth With Conventional and Adaptive Tests 用常规测试和适应性测试衡量个人成长
Pub Date : 2011-03-01 DOI: 10.2458/V2I2.15990
D. Weiss, Shannon Von Minden
Measuring individuals or groups longitudinally is frequently necessary in social science research and applications. Substantial research and discussion has focused on the statistical properties of measures of change and some of the psychometric problems involved This monte-carlo simulation study focused on properties of the measurement instruments used for obtaining scores that represent change or growth over five time points and examined how well scores from conventional tests and computerized adaptive tests used to measure individual growth curves reflect true change. Data representing four different patterns of individual change and a baseline no-change condition were generated from an item response theory (IRT) model. Different tests simulated were conventional peaked tests with narrow and wider difficulties and three levels of discrimination, and computerized adaptive tests (CATs) drawn from banks with the same levels of discrimination. Conventional tests were scored by number correct and IRT weighted maximum likelihood. Results showed that as the examinees’ scores moved from the difficulty levels at which the tests were concentrated, number-correct scores over-estimated true change and had increasing amounts of error. High discrimination conventional tests had the poorest recovery of change for both groups and individuals. IRT scoring of the conventional tests improved recovery of change somewhat. By contrast, CATs consistently estimated growth with minimum and consistent error and performed best with highly discriminating items. DOI:10.2458/azu_jmmss_v2i2_weiss
在社会科学研究和应用中,经常需要对个人或群体进行纵向测量。大量的研究和讨论集中在变化测量的统计特性和涉及的一些心理测量学问题上。这项蒙特卡罗模拟研究侧重于用于获得代表五个时间点上的变化或增长的分数的测量工具的特性,并检查了用于测量个人生长曲线的传统测试和计算机化自适应测试的分数如何反映真实变化。从项目反应理论(IRT)模型中产生了四种不同的个体变化模式和基线无变化条件的数据。模拟的不同测试是具有窄难度和宽难度和三级歧视的传统峰值测试,以及从具有相同歧视水平的银行中抽取的计算机化适应测试(cat)。常规测试采用数字正确率和IRT加权最大似然评分。结果表明,随着考生分数从考试集中的难度水平转移,数字正确分数高估了真实变化,错误率也在增加。高歧视常规测试对群体和个人的改变恢复都是最差的。常规测试的IRT评分在一定程度上改善了变化的恢复。相比之下,CATs始终以最小和一致的误差估计增长,并且在高度区分的项目上表现最好。DOI: 10.2458 / azu_jmmss_v2i2_weiss
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引用次数: 9
Simple, Powerful Statistics: An Instantiation of a Better ‘Mousetrap’ 简单,强大的统计:一个更好的“捕鼠器”的实例
Pub Date : 2011-03-01 DOI: 10.2458/V2I2.15989
Mark D. Roberts
R.S. Rodger fully developed, more than three decades ago, probably the most powerful methodology which exists for detecting real differences among population means (μ’s) following an analysis of variance. Since it is a post hoc method, a theoretically infinite number of potential statistical decisions may be considered, but Rodger’s method limits the final number of decisions to a single set which contains exactly J-1 (i.e., v1, the number of means in a study minus one) of them. It also constrains the number of these J-1 decisions that may be declared statistically “significant.” Rodger’s method utilizes a decision-based error rate, and ensures that the expected rate of rejecting null contrasts that should not have been rejected (i.e., the type 1 error rate) will be less than or equal to either five or one percent, regardless of the number of contrasts examined by a researcher prior to finally deciding upon the scientifically optimal set of decisions. The greatest virtue of Rodger's method, though, is not its considerable power, but its explicit specification of the magnitude of the differences that the researcher will claim to exist among the population parameters. The implied true means that this method calculates are the theoretical population μ’s that are logically implied, and mathematically entailed, by the J-1 statistical decisions that the researcher has made. These implied true means can assist other researchers in confirming or disconfirming population parameter claims made by those who use Rodger’s method. A free computer program (SPS) that instantiates Rodger’s method, and thereby makes its use accessible to every researcher who has access to a Windows-based computer, is available from the author. DOI:10.2458/azu_jmmss_v2i2_roberts
R.S.罗杰在三十多年前就充分发展了可能是最强大的方法,可以通过方差分析来检测总体均值(μ s)之间的实际差异。由于这是一种事后方法,理论上可以考虑无限数量的潜在统计决策,但Rodger的方法将最终决策数量限制在一个集合中,该集合恰好包含J-1(即v1,研究中的平均值数减去1)。它还限制了这些可能被宣布为统计上“重要”的J-1决定的数量。Rodger的方法利用基于决策的错误率,并确保拒绝不应该被拒绝的零对比的预期率(即类型1错误率)将小于或等于5%或1%,而不管研究人员在最终决定科学上最优的决策集之前检查了多少对比。Rodger的方法最大的优点不是它的强大,而是它明确地说明了研究人员声称的总体参数之间存在的差异的大小。隐含的真值意味着该方法计算的是理论总体的μ值,这些μ值是研究人员所做的J-1统计决策在逻辑上和数学上隐含的。这些隐含的真均值可以帮助其他研究人员确认或否定那些使用罗杰方法的人所提出的总体参数要求。作者提供了一个免费的计算机程序(SPS),该程序实例化了罗杰的方法,从而使每个能够访问基于windows的计算机的研究人员都可以使用它。DOI: 10.2458 / azu_jmmss_v2i2_roberts
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引用次数: 9
A Social Relations Model for the Colonial Behavior of the Zebra Finch 斑胸草雀群体行为的社会关系模型
Pub Date : 2010-10-13 DOI: 10.2458/V1I1.77
A. Figueredo, S. Olderbak, Vanya Alessandra Moreno
A social relations model was developed for 5 years of behavioral recordings from a captive colony of Zebrafinches (Taeniopygia guttata). A quantitative ethogram was applied, using one-zero focal animal sampling on an ethologically comprehensive checklist of 52 behavioral items (Figueredo, Petrinovich, & Ross, 1992). Of the 9 ethological factors previously identified, only 4 of the 6 social factors (Social Proximity, Social Contact, Social Submission, and Social Aggression) were used. Major results were as follows: (1) Individual finches showed systematically different response dispositions that were stable over a 5-year period as both subjects and objects of behavior; (2) Interactions between finches differed systematically by the sexes of both the subjects and the objects of behavior; (3) Behavioral interactions between finches and their mates differed systematically according to the subjects' sex, but also differed systematically from those with other members of the objects' sex; (4) Behavioral interactions between finches and their relatives differed systematically between different discrete categories of relatives, but did not vary as a systematic function of either graded genetic relatedness or familiarity due to common rearing; and (5) Behavioral interactions between finches and their relatives showed an overall bias towards preferential interactions with male relatives. DOI:10.2458/azu_jmmss_v1i1_figueredo
通过对一个圈养斑马鱼(Taeniopygia guttata)种群5年的行为记录,建立了一个社会关系模型。采用定量谱图,对52项行为项目的行为学综合检查表进行1 - 0焦点动物取样(Figueredo, Petrinovich, & Ross, 1992)。在先前确定的9个行为学因素中,6个社会因素(社会接近、社会接触、社会服从和社会侵略)中只有4个被使用。主要结果如下:(1)个体雀类表现出系统的不同反应倾向,并在5年内作为行为主体和客体保持稳定;(2)不同性别的雀类之间的相互作用存在系统性差异;(3)不同性别的雀类与配偶之间的行为互动存在系统差异,与其他性别的雀类之间的行为互动也存在系统差异;(4)雀类与亲缘的行为互动在不同亲缘的离散类别之间存在系统差异,但在遗传亲缘等级或共同饲养的熟悉程度的系统作用下没有变化;(5)雀类与亲属的行为互动总体上表现出与雄性亲属优先互动的倾向。DOI: 10.2458 / azu_jmmss_v1i1_figueredo
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引用次数: 2
GPS Technology and Human Psychological Research: A Methodological Proposal GPS技术与人类心理研究:方法论建议
Pub Date : 2010-10-13 DOI: 10.2458/V1I1.74
P. S. A. Wolf, W. J. Jacobs
Animal behaviorists have made extensive use of GPS technology since 1991. In contrast, psychological research has made little use of the technology, even though the technology is relatively inexpensive, familiar, and widespread. Hence, its potential for pure and applied psychological research remains untapped. We describe three methods psychologists could apply to individual differences research, clinical research, or spatial use research. In the context of individual differences research, GPS technology permits us to test hypotheses predicting specific relations among patterns of spatial use and individual differences variables. In a clinical context, GPS technology provides outcome measures that may relate to the outcome of interventions designed to treat psychological disorders that, for example, may leave a person homebound (e.g. Agoraphobia, PTSD, TBI). Finally, GPS technology provides natural measures of spatial use. We, for example, used GPS technology to quantify traffic flow and exhibit use at the Arizona Sonora Desert Museum. Interested parties could easily extend this methodology some aspects of urban planning or business usage.
自1991年以来,动物行为学家已经广泛使用GPS技术。相比之下,心理学研究很少使用这项技术,尽管这项技术相对便宜、熟悉、普及。因此,它在纯心理学和应用心理学研究方面的潜力仍未得到开发。我们描述了心理学家可以应用于个体差异研究、临床研究或空间使用研究的三种方法。在个体差异研究的背景下,GPS技术允许我们检验预测空间利用模式与个体差异变量之间具体关系的假设。在临床环境中,GPS技术提供的结果测量可能与治疗心理障碍的干预措施的结果有关,例如,可能使一个人呆在家里(例如,广场恐怖症、创伤后应激障碍、创伤性脑损伤)。最后,GPS技术提供了空间利用的自然测量方法。例如,我们使用GPS技术来量化交通流量,并在亚利桑那州索诺拉沙漠博物馆展出。感兴趣的各方可以很容易地将这种方法扩展到城市规划或商业使用的某些方面。
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引用次数: 16
期刊
Journal of methods and measurement in the social sciences
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