scholarly journals Observed correlations from cross-sectional individual differences research reflect both between-person and within-person correlations

2022 ◽  
Author(s):  
Shaw Hsu ◽  
Russell Poldrack ◽  
Nilam Ram ◽  
Anthony Wagner

The study of individual differences is often conducted using cross-sectional experiments. The cross-sectional nature of such data means that results obtained from these experiments are a mix of both between- and within-person associations. While concerns about this within-between confounding effect have been surfaced, they are often not addressed when reporting results from individual differences studies. This obfuscation threatens the interpretability and validity of cross-sectional individual differences research. We speculate that a lack of a clear and accessible description of the confounding effect may have contributed to the limited attention to this issue. In this paper, we develop a tractable description of the confounding effect and how it manifests. In doing so, we suggest a need for greater transparency in the reporting of the goals and results of cross-sectional studies and how they contribute to knowledge of individual differences.

2017 ◽  
Vol 42 (4) ◽  
pp. 388-395
Author(s):  
Gabriella Óturai ◽  
Thorsten Kolling ◽  
Monika Knopf

Findings from previous cross-sectional studies showed that while toddlers around their first birthday imitate selectively, that is, they systematically omit some kinds of target action steps or they copy only the goal, but not the means of the modeled actions, older toddlers imitate more exactly. The aim of the present article is to provide longitudinal evidence for this developmental trend and to investigate how imitation of different kinds of target action steps contributes to inter-individual differences in overall imitation performance. The present analysis of longitudinal deferred imitation data contrasted toddlers’ imitation of functional and relevant (FURE) versus arbitrary and irrelevant (ARIR) target action steps at the ages of 18 and 24 months. The results show that the difference between the imitation rates of these two kinds of target action steps decreased with age, supporting the developmental trend from selective towards more exact imitation. In addition, findings of the present analyses point to the prominent role of toddlers’ imitation of arbitrary and irrelevant target action steps in shaping inter-individual variability of overall deferred imitation performance.


2021 ◽  
Author(s):  
◽  
Johannes Karl

<p><b>Mindfulness, which was derived from Buddhist philosophy and practice, is often defined as “paying attention in a particular way, on purpose, in the present moment, and nonjudgmentally“. The practice of secular mindfulness exercises has received substantial interest in psychology over the last decade and mindfulness-based practices are now widely implemented in clinical interventions. Previous research has identified stable individual differences in mindfulness which are present even in non-practitioners. My research builds on this body of work and explores (i) the current state and directions in the literature on trait mindfulness research; (ii) the relationship between trait mindfulness and established individual differences such as personality and reinforcement sensitivity; and (iii) the cross-cultural applicability of current mindfulness measures.</b></p> <p> In the first study in this thesis, I used recent developments in bibliometric analysis to examine the development of the field of trait mindfulness, identifying important research areas in this line of work and patterns of cross-national collaboration. I found 1229 documents in the time span from 2005 to 2021 using a search in the Web of Science. Examining the complete corpus of literature that referenced trait mindfulness, I found that current research approaches focus more on clinically relevant outcomes than on potential predictors of mindfulness, which manifested in substantial clusters of themes around well-being and treatment. I also found substantively more articles published by authors working in Western countries than in the majority world. This indicates that research appears to be biased both towards clinical outcomes of mindfulness and skewed towards Western cultural contexts and concerns.</p> <p>In my next study, I examined the replicability of the Five Facet Mindfulness Questionnaire (FFMQ) to explore whether the same five major dimensions of mindfulness emerge in a different sample 15 years later. The FFMQ contains five facets: Non-Judging (non-evaluation of thoughts and feelings), Non-Reacting (ability to not act on negative thoughts and emotions), Acting with Awareness (awareness of self in the moment), Describing (labelling and expressing experiences), and Observing (awareness of sensory experiences). Following the overall protocol of the original study and using a range of currently available mindfulness measures, I found that the facets of the FFMQ could largely be retrieved in this conceptual replication. In addition, new measures of “Western” mindfulness were empirically separable from measures based in Buddhist conceptualizations. This supports the use of multi-facetted mindfulness measures to capture self-reported mindfulness.</p> <p> In the second part of my thesis, I focused on potential individual-level predictors of the facets of mindfulness. In Study 3, I joined two previously separated lines of research by jointly examining the relationship between mindfulness, reinforcement sensitivity, and personality. In contrast to previous studies, I found that the facets of mindfulness might be differentially related to supposed biological (reinforcement sensitivity) and cognitive (personality) individual differences while accounting for their overlap. Specifically, Neuroticism, which in past studies was related to Non-Judging and Non-Reacting, was only related to Non-Reacting. In turn, Non-Judging was predicted by behavioral inhibition, but Non-Reacting was not.</p> <p>In Study 4, I moved from cross-sectional analyses to a 4-month longitudinal investigation, using recent advances in modelling to separate within and between-individual relationships. In contrast to the cross-sectional investigation, I found a more complex pattern of relationships, including potential feedback loops between individual differences and mindfulness. Specifically, I found that the expression of supposed biological differences in long-term orientation predicted individuals’ level of awareness, but in turn higher awareness also predicted greater long-term orientation. This provides a tentative mechanistic explanation of the link between Acting with Awareness and health-behaviors identified in previous studies.</p> <p> In the third part of the thesis, I focus on the applicability of mindfulness measures across cultures. As indicated above, mindfulness emerged in Eastern contexts but is currently studied in Western societies. Hence, I test how well the FFMQ as the gold standard of mindfulness trait measures performs across cultures. To provide a toolkit for cross-cultural researchers, I present a synthesis of standards for cross-cultural comparisons and developed a proto-type of an R-package that implements various methodological advances and analytical tools. In the final study, I applied these tools to examine the suitability of the FFMQ for cross-cultural comparisons across 16 countries. Overall, I found that the FFMQ is substantially biased towards higher income and more individualistic contexts and shows substantial variation across cultures. This finding implies that the FFMQ might not be suitable in its current form for cross-cultural comparisons, possible due to cultural differences in the understanding of Acting with Awareness, which in an exploratory study is separated into awareness of mind and body. This indicates that additional research is necessary to ensure the cross-cultural comparability of mindfulness and to advance research.</p> <p> In my general discussion, I explore both methodological and conceptual avenues for future research in trait mindfulness. Returning to questions of individual differences in mindfulness, I highlight how recent advances in network modelling might allow researchers to untangle the differences in between and within-individual relationships observed in this thesis. I present some evidence of the application of network models from research on personality, to highlight the usefulness of this technique for future research on mindfulness. Focusing on cultural differences in structure and functionality, I review various lines of research that indicate that mindfulness-like features may be found in various cultural contexts, but may be differently experienced and expressed, as indicated by my psychometric examination of the FFMQ. I outline how researchers taking a functionalist approach might link current mindfulness approaches with different philosophical and cultural approaches to enrich the nomological network and present initial evidence on these relationships.</p>


2017 ◽  
Vol 2017 ◽  
pp. 1-7
Author(s):  
Soyeon Kim ◽  
Dai-Soon Kwak ◽  
In-Beom Kim

A thorough understanding of the morphology of the lamina of the second cervical vertebra (C2) is important for safe C2 translaminar screw placement. Although anatomical characteristics of the C2 lamina have been widely documented, individual differences in morphology have not been addressed. The aim of this study was to morphometrically analyze the cross-sectional shape of the C2 lamina and classify the shape to describe individual differences. Morphometric analysis was conducted on 145 three-dimensional C2 models based on computerized tomography images from Korean adult cadavers. Several parameters were measured on a cross-section image of the lamina model. Based on numerical criteria, all of the C2 lamina’s cross-sectional shapes could be categorized into three distinctive morphological types: pyriform, ellipse, and obpyriform shapes. We confirmed that most Koreans can accommodate C2 translaminar screw placement with a lower limit of the 95% confidence interval of thickness measured at 6.26 mm. Morphometric analysis suggested that the obpyriform-shaped lamina (4.48%) is likely to require screw trajectory adjustment to avoid cortical breakout of the screw. Our results will enhance current anatomical understanding of the C2 lamina and thus facilitate safer C2 translaminar screw placement.


2021 ◽  
Author(s):  
◽  
Johannes Karl

<p><b>Mindfulness, which was derived from Buddhist philosophy and practice, is often defined as “paying attention in a particular way, on purpose, in the present moment, and nonjudgmentally“. The practice of secular mindfulness exercises has received substantial interest in psychology over the last decade and mindfulness-based practices are now widely implemented in clinical interventions. Previous research has identified stable individual differences in mindfulness which are present even in non-practitioners. My research builds on this body of work and explores (i) the current state and directions in the literature on trait mindfulness research; (ii) the relationship between trait mindfulness and established individual differences such as personality and reinforcement sensitivity; and (iii) the cross-cultural applicability of current mindfulness measures.</b></p> <p> In the first study in this thesis, I used recent developments in bibliometric analysis to examine the development of the field of trait mindfulness, identifying important research areas in this line of work and patterns of cross-national collaboration. I found 1229 documents in the time span from 2005 to 2021 using a search in the Web of Science. Examining the complete corpus of literature that referenced trait mindfulness, I found that current research approaches focus more on clinically relevant outcomes than on potential predictors of mindfulness, which manifested in substantial clusters of themes around well-being and treatment. I also found substantively more articles published by authors working in Western countries than in the majority world. This indicates that research appears to be biased both towards clinical outcomes of mindfulness and skewed towards Western cultural contexts and concerns.</p> <p>In my next study, I examined the replicability of the Five Facet Mindfulness Questionnaire (FFMQ) to explore whether the same five major dimensions of mindfulness emerge in a different sample 15 years later. The FFMQ contains five facets: Non-Judging (non-evaluation of thoughts and feelings), Non-Reacting (ability to not act on negative thoughts and emotions), Acting with Awareness (awareness of self in the moment), Describing (labelling and expressing experiences), and Observing (awareness of sensory experiences). Following the overall protocol of the original study and using a range of currently available mindfulness measures, I found that the facets of the FFMQ could largely be retrieved in this conceptual replication. In addition, new measures of “Western” mindfulness were empirically separable from measures based in Buddhist conceptualizations. This supports the use of multi-facetted mindfulness measures to capture self-reported mindfulness.</p> <p> In the second part of my thesis, I focused on potential individual-level predictors of the facets of mindfulness. In Study 3, I joined two previously separated lines of research by jointly examining the relationship between mindfulness, reinforcement sensitivity, and personality. In contrast to previous studies, I found that the facets of mindfulness might be differentially related to supposed biological (reinforcement sensitivity) and cognitive (personality) individual differences while accounting for their overlap. Specifically, Neuroticism, which in past studies was related to Non-Judging and Non-Reacting, was only related to Non-Reacting. In turn, Non-Judging was predicted by behavioral inhibition, but Non-Reacting was not.</p> <p>In Study 4, I moved from cross-sectional analyses to a 4-month longitudinal investigation, using recent advances in modelling to separate within and between-individual relationships. In contrast to the cross-sectional investigation, I found a more complex pattern of relationships, including potential feedback loops between individual differences and mindfulness. Specifically, I found that the expression of supposed biological differences in long-term orientation predicted individuals’ level of awareness, but in turn higher awareness also predicted greater long-term orientation. This provides a tentative mechanistic explanation of the link between Acting with Awareness and health-behaviors identified in previous studies.</p> <p> In the third part of the thesis, I focus on the applicability of mindfulness measures across cultures. As indicated above, mindfulness emerged in Eastern contexts but is currently studied in Western societies. Hence, I test how well the FFMQ as the gold standard of mindfulness trait measures performs across cultures. To provide a toolkit for cross-cultural researchers, I present a synthesis of standards for cross-cultural comparisons and developed a proto-type of an R-package that implements various methodological advances and analytical tools. In the final study, I applied these tools to examine the suitability of the FFMQ for cross-cultural comparisons across 16 countries. Overall, I found that the FFMQ is substantially biased towards higher income and more individualistic contexts and shows substantial variation across cultures. This finding implies that the FFMQ might not be suitable in its current form for cross-cultural comparisons, possible due to cultural differences in the understanding of Acting with Awareness, which in an exploratory study is separated into awareness of mind and body. This indicates that additional research is necessary to ensure the cross-cultural comparability of mindfulness and to advance research.</p> <p> In my general discussion, I explore both methodological and conceptual avenues for future research in trait mindfulness. Returning to questions of individual differences in mindfulness, I highlight how recent advances in network modelling might allow researchers to untangle the differences in between and within-individual relationships observed in this thesis. I present some evidence of the application of network models from research on personality, to highlight the usefulness of this technique for future research on mindfulness. Focusing on cultural differences in structure and functionality, I review various lines of research that indicate that mindfulness-like features may be found in various cultural contexts, but may be differently experienced and expressed, as indicated by my psychometric examination of the FFMQ. I outline how researchers taking a functionalist approach might link current mindfulness approaches with different philosophical and cultural approaches to enrich the nomological network and present initial evidence on these relationships.</p>


Equilibrium ◽  
2016 ◽  
Vol 11 (1) ◽  
pp. 77 ◽  
Author(s):  
Mariusz Próchniak ◽  
Bartosz Witkowski

The study examines the concept of stochastic convergence in the EU28 countries over the 1994–2013 period. The convergence of individual countries’ GDP per capita towards the EU28 average per capita income level and the pair-wise convergence between the GDP of individual countries are both analyzed. Additionally, we introduce our own concept of conditional stochastic convergence which is based on adjusted GDP per capita series in order to account for the impact of other growth factors on GDP. The analysis is based on time series techniques. To assess stationarity, ADF tests are used. The study shows that the process of stochastic convergence in the EU countries is not as widespread as the cross-sectional studies on b or s convergence indicate. Even if we extend the analysis to examine conditional stochastic convergence, the number of converging economies or pairs of countries rises, but not as much as it could be expected from the cross-sectional studies.


Author(s):  
J.-F. Revol ◽  
Y. Van Daele ◽  
F. Gaill

The only form of cellulose which could unequivocally be ascribed to the animal kingdom is the tunicin that occurs in the tests of the tunicates. Recently, high-resolution solid-state l3C NMR revealed that tunicin belongs to the Iβ form of cellulose as opposed to the Iα form found in Valonia and bacterial celluloses. The high perfection of the tunicin crystallites led us to study its crosssectional shape and to compare it with the shape of those in Valonia ventricosa (V.v.), the goal being to relate the cross-section of cellulose crystallites with the two allomorphs Iα and Iβ.In the present work the source of tunicin was the test of the ascidian Halocvnthia papillosa (H.p.). Diffraction contrast imaging in the bright field mode was applied on ultrathin sections of the V.v. cell wall and H.p. test with cellulose crystallites perpendicular to the plane of the sections. The electron microscope, a Philips 400T, was operated at 120 kV in a low intensity beam condition.


Sign in / Sign up

Export Citation Format

Share Document