scholarly journals On the Reliability of Implicit Measures: Current Practices and Novel Perspectives

2018 ◽  
Author(s):  
Maarten De Schryver ◽  
Sean Hughes ◽  
Jan De Houwer ◽  
Yves Rosseel
Keyword(s):  
Latent Variable ◽  
General Framework ◽  
Degrees Of Freedom ◽  
Indirect Measurement ◽  
Implicit Cognition ◽  
Implicit Measures ◽  
Crack Open ◽  
New Class ◽  
Psychological Science ◽  
Self Reports

During the last two decades a new class of indirect measurement procedures has emerged that has been used widely in psychological science. These procedures were developed in order to circumvent the limitations of self-reports and crack open the hidden world of ‘implicit’ cognition. Yet despite their popularity there seems to be no general framework that constrains (or guides) the way in which we think about the reliability of implicit measures. Instead there are far too many (subjective) researcher degrees of freedom when it comes to deciding how to assess, interpret, and even report reliability. In this paper we introduce such a framework and argue that it can be used by novel and seasoned researchers alike to estimate and interpret the reliability of their implicit measures. Our approach draws on Latent Variable Modeling and the idea of parceling in order to approximate reliability (in the sense of consistency, equivalence, stability) and test the assumptions that underlie those approximations. We close by discussing the implications of our framework for the conceptualization of reliability in particular and for implicit cognition research more generally.

Indirect Assessment of Attitudes with Response-Time-Based Measures

2006 ◽  
Vol 37 (3) ◽  
pp. 131-139 ◽  
Author(s):  
Juliane Degner ◽  
Dirk Wentura ◽  
Klaus Rothermund
Keyword(s):  
Social Cognitive ◽  
Incremental Validity ◽  
Self Report ◽  
Small Scale ◽  
Implicit Measures ◽  
Scale Theory ◽  
Starting Point ◽  
Self Reports ◽  
Predicting Behavior ◽  
Social Cognitive Theories

Abstract: We review research on response-latency based (“implicit”) measures of attitudes by examining what hopes and intentions researchers have associated with their usage. We identified the hopes of (1) gaining better measures of interindividual differences in attitudes as compared to self-report measures (quality hope); (2) better predicting behavior, or predicting other behaviors, as compared to self-reports (incremental validity hope); (3) linking social-cognitive theories more adequately to empirical research (theory-link hope). We argue that the third hope should be the starting point for using these measures. Any attempt to improve these measures should include the search for a small-scale theory that adequately explains the basic effects found with such a measure. To date, small-scale theories for different measures are not equally well developed.

scholarly journals A novel class of translationally invariant spin chains with long-range interactions

2020 ◽  
Vol 2020 (8) ◽  
Author(s):  
B. Basu-Mallick ◽  
F. Finkel ◽  
A. González-López
Keyword(s):  
Long Range ◽  
Degrees Of Freedom ◽  
Spin Chains ◽  
Open Chain ◽  
New Class ◽  
Spin Interactions ◽  
Long Range Interactions ◽  
Spin Reversal ◽  
Twisted Yangian ◽  
Internal Degrees Of Freedom

Abstract We introduce a new class of open, translationally invariant spin chains with long-range interactions depending on both spin permutation and (polarized) spin reversal operators, which includes the Haldane-Shastry chain as a particular degenerate case. The new class is characterized by the fact that the Hamiltonian is invariant under “twisted” translations, combining an ordinary translation with a spin flip at one end of the chain. It includes a remarkable model with elliptic spin-spin interactions, smoothly interpolating between the XXX Heisenberg model with anti-periodic boundary conditions and a new open chain with sites uniformly spaced on a half-circle and interactions inversely proportional to the square of the distance between the spins. We are able to compute in closed form the partition function of the latter chain, thereby obtaining a complete description of its spectrum in terms of a pair of independent su(1|1) and su(m/2) motifs when the number m of internal degrees of freedom is even. This implies that the even m model is invariant under the direct sum of the Yangians Y (gl(1|1)) and Y (gl(0|m/2)). We also analyze several statistical properties of the new chain’s spectrum. In particular, we show that it is highly degenerate, which strongly suggests the existence of an underlying (twisted) Yangian symmetry also for odd m.

Low-cost Indirect Measurement Methods for Self-x Integrated Sensory Electronics for Industry 4.0

2020 ◽  
Vol 87 (s1) ◽  
pp. s79-s84
Author(s):  
Qummar Zaman ◽  
Senan Alraho ◽  
Andreas König
Keyword(s):  
Industry 4.0 ◽  
Degrees Of Freedom ◽  
Performance Metrics ◽  
Low Cost ◽  
Indirect Measurement ◽  
Measurement Methods ◽  
Instrumentation Amplifier ◽  
Performance Parameters ◽  
Current Feedback ◽  
Indirect Measurements

AbstractThe conventional method for testing the performance of reconfigurable sensory electronics of industry 4.0 relies on the direct measurement methods. This approach gives higher accuracy but at the price of extremely high testing cost and does not utilize the new degrees of freedom for measurement methods enabled by industry 4.0. In order to reduce the test cost and use available resources more efficiently, a primary approach, called indirect measurements or alternative testing has been proposed using a non-intrusive sensor. Its basic principle consists in using the indirect measurements, in order to estimate the sensory electronics performance parameters without measuring directly. The non-intrusive property of the proposed method offers better performance of the sensing electronics and virtually applicable to any sensing electronics. Efficiency is evaluated in terms of model accuracy by using six different classical metrics. It uses an indirect current-feedback instrumentation amplifier (InAmp) as a test vehicle to evaluate the performance parameters of the circuit. The device is implemented using CMOS 0.35 μm technology. The achieved maximum value of average expected error metrics is 0.24, and the lowest value of correlation performance metrics is 0.91, which represent an excellent efficiency of InAmp performance predictor.

scholarly journals Measurement Schmeasurement: Questionable Measurement Practices and How to Avoid Them

2019 ◽  
Author(s):  
Jessica Kay Flake ◽  
Eiko I Fried
Keyword(s):  
Construct Validity ◽  
Degrees Of Freedom ◽  
Scientific Research ◽  
Replication Studies ◽  
Psychological Science ◽  
Rigorous Research ◽  
Statistical Conclusion ◽  
Measurement Practices

In this paper, we define questionable measurement practices (QMPs) as decisions researchers make that raise doubts about the validity of the measures, and ultimately the validity of study conclusions. Doubts arise for a host of reasons including a lack of transparency, ignorance, negligence, or misrepresentation of the evidence. We describe the scope of the problem and focus on how transparency is a part of the solution. A lack of measurement transparency makes it impossible to evaluate potential threats to internal, external, statistical conclusion, and construct validity. We demonstrate that psychology is plagued by a measurement schmeasurement attitude: QMPs are common, hide a stunning source of researcher degrees of freedom, pose a serious threat to cumulative psychological science, but are largely ignored. We address these challenges by providing a set of questions that researchers and consumers of scientific research can consider to identify and avoid QMPs. Transparent answers to these measurement questions promote rigorous research, allow for thorough evaluations of a study’s inferences, and are necessary for meaningful replication studies.

scholarly journals Measurement Schmeasurement: Questionable Measurement Practices and How to Avoid Them

2020 ◽  
Vol 3 (4) ◽  
pp. 456-465
Author(s):  
Jessica Kay Flake ◽  
Eiko I. Fried
Keyword(s):  
Construct Validity ◽  
Degrees Of Freedom ◽  
Scientific Research ◽  
Replication Studies ◽  
Psychological Science ◽  
Rigorous Research ◽  
Statistical Conclusion ◽  
Measurement Practices

In this article, we define questionable measurement practices (QMPs) as decisions researchers make that raise doubts about the validity of the measures, and ultimately the validity of study conclusions. Doubts arise for a host of reasons, including a lack of transparency, ignorance, negligence, or misrepresentation of the evidence. We describe the scope of the problem and focus on how transparency is a part of the solution. A lack of measurement transparency makes it impossible to evaluate potential threats to internal, external, statistical-conclusion, and construct validity. We demonstrate that psychology is plagued by a measurement schmeasurement attitude: QMPs are common, hide a stunning source of researcher degrees of freedom, and pose a serious threat to cumulative psychological science, but are largely ignored. We address these challenges by providing a set of questions that researchers and consumers of scientific research can consider to identify and avoid QMPs. Transparent answers to these measurement questions promote rigorous research, allow for thorough evaluations of a study’s inferences, and are necessary for meaningful replication studies.

New 3-DOFs Hybrid Mechanism for Ankle and Wrist of Humanoid Robot: Modeling, Simulation, and Experiments

2011 ◽  
Vol 133 (2) ◽  
Author(s):  
Samer Alfayad ◽  
Fethi B. Ouezdou ◽  
Faycal Namoun
Keyword(s):  
Degrees Of Freedom ◽  
Humanoid Robot ◽  
Power Transmission ◽  
Mechanical Design ◽  
Humanoid Robots ◽  
Classical Solutions ◽  
Kinematic Modeling ◽  
New Class ◽  
Hybrid Mechanism ◽  
And Control

This paper deals with the design of a new class of hybrid mechanism dedicated to humanoid robotics application. Since the designing and control of humanoid robots are still open questions, we propose the use of a new class of mechanisms in order to face several challenges that are mainly the compactness and the high power to mass ratio. Human ankle and wrist joints can be considered more compact with the highest power capacity and the lowest weight. The very important role played by these joints during locomotion or manipulation tasks makes their design and control essential to achieve a robust full size humanoid robot. The analysis of all existing humanoid robots shows that classical solutions (serial or parallel) leading to bulky and heavy structures are usually used. To face these drawbacks and get a slender humanoid robot, a novel three degrees of freedom hybrid mechanism achieved with serial and parallel substructures with a minimal number of moving parts is proposed. This hybrid mechanism that is able to achieve pitch, yaw, and roll movements can be actuated either hydraulically or electrically. For the parallel submechanism, the power transmission is achieved, thanks to cables, which allow the alignment of actuators along the shin or the forearm main axes. Hence, the proposed solution fulfills the requirements induced by both geometrical, power transmission, and biomechanics (range of motion) constraints. All stages including kinematic modeling, mechanical design, and experimentation using the HYDROïD humanoid robot’s ankle mechanism are given in order to demonstrate the novelty and the efficiency of the proposed solution.

Clinical relevance of implicit cognition in addiction

2015 ◽  
Author(s):  
Andrew J. Waters ◽  
Adam M. Leventhal
Keyword(s):  
Clinical Outcomes ◽  
Drug Dependence ◽  
Clinical Relevance ◽  
Implicit Cognition ◽  
Implicit Measures ◽  
Measurement Issues

Chapter 9 explores the clinical relevance of implicit cognition in addiction, including the associations between drug dependence and implicit measures, relationships with clinical outcomes, and the effects of treatment on implicit measures. The chapter also presents a discussion on the clinical and measurement issues involved.

Essential and relational models

2015 ◽  
Vol 27 (5) ◽  
pp. 626-650 ◽  
Author(s):  
LUCA PAOLINI ◽  
MAURO PICCOLO ◽  
SIMONA RONCHI DELLA ROCCA
Keyword(s):  
General Framework ◽  
Relational Models ◽  
Logical Description ◽  
Logical Models ◽  
New Class ◽  
Type Assignment ◽  
Intersection Types

Intersection type assignment systems can be used as a general framework for building logical models of λ-calculus that allow to reason about the denotation of terms in a finitary way. We defineessentialmodels (a new class of logical models) through a parametric type assignment system using non-idempotent intersection types. Under an interpretation of terms based on typings instead than the usual one based on types, every suitable instance of the parameters induces a λ-model, whose theory is sensible. We prove that this type assignment system provides a logical description of a family of λ-models arising from a category of sets and relations.

GAUGE MODELS OF “DISCRETE STRINGS”

1989 ◽  
Vol 04 (22) ◽  
pp. 2167-2176 ◽  
Author(s):  
A.T. FILIPPOV ◽  
A.P. ISAEV
Keyword(s):  
Degrees Of Freedom ◽  
Supersymmetric Extension ◽  
Infinite Dimensional ◽  
Gauge Models ◽  
New Class ◽  
Integral Methods ◽  
Constrained Hamiltonian Systems ◽  
Left And Right ◽  
Constraint Algebra ◽  
The Continuum

A new class of constrained hamiltonian systems with a finite number of degrees of freedom is proposed in which excitations can be divided into two groups analogous to the left and right movers of string theories. Some of these models can be regarded as discrete analogs of the bosonic string, and in the continuum limit with the infinite dimensional constraint algebra Vect (S1)⊗ Vect (S1) one can obtain the classical theory of closed bosonic strings. We also discuss the problem of quantizing these models and constructing the propagator by using path integral methods. A possibility of a supersymmetric extension of our models is also pointed out.

scholarly journals A consistent two-skyrmion configuration space from instantons

2021 ◽  
Vol 2021 (12) ◽  
Author(s):  
Chris Halcrow ◽  
Thomas Winyard
Keyword(s):  
Configuration Space ◽  
Moduli Space ◽  
General Framework ◽  
Degrees Of Freedom ◽  
Skyrme Model ◽  
Low Energy ◽  
Nuclear System ◽  
Fundamental Properties ◽  
Zero Modes ◽  
Definition Of

Abstract To study a nuclear system in the Skyrme model one must first construct a space of low energy Skyrme configurations. However, there is no mathematical definition of this configuration space and there is not even consensus on its fundamental properties, such as its dimension. Here, we propose that the full instanton moduli space can be used to construct a consistent skyrmion configuration space, provided that the Skyrme model is coupled to a vector meson which we identify with the ρ-meson. Each instanton generates a unique skyrmion and we reinterpret the 8N instanton moduli as physical degrees of freedom in the Skyrme model. In this picture a single skyrmion has six zero modes and two non-zero modes: one controls the overall scale of the solution and one the energy of the ρ-meson field. We study the N = 1 and N = 2 systems in detail. Two interacting skyrmions can excite the ρ through scattering, suggesting that the ρ and Skyrme fields are intrinsically linked. Our proposal is the first consistent manifold description of the two-skyrmion configuration space. The method can also be generalised to higher N and thus provides a general framework to study any skyrmion configuration space.

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