ArticleEducational and psychological measurement2017
Performing Contrast Analysis in Factorial Designs: From NHST to Confidence Intervals and Beyond.
Article in Educational and psychological measurement, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed.
- Perception of Purposeful and Recreational Smartphone Use in Physiotherapy: Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- To advance sleep science, let's study change.Sleep · 2026Article
- Doing the math: detection and neural processing of auditory task-unrelated stimuli while solving arithmetic tasks.Neuroscience of consciousness · 2026Article
- Contrast analysis for competing hypotheses: A tutorial using the R package cofad.Behavior research methods · 2025Article
- Targeted memory reactivation during sleep improves emotional memory modulation following imagery rescripting.Translational psychiatry · 2024Article
- Privacy Concerns in Group Format Lifestyle Interventions for Obesity.International journal of behavioral medicine · 2023Article
- Neural electrophysiological correlates of detection and identification awareness.Cognitive, affective & behavioral neuroscience · 2023Article
- Electrophysiological correlates of in vivo and virtual reality exposure therapy in spider phobia.Psychophysiology · 2022Article
- Non-monotonic developmental trend of holistic processing in visual expertise: the case of Chinese character recognition.Cognitive research: principles and implications · 2022Article
- Interaction effect: Are you doing the right thing?PloS one · 2022Review
- Aversive Conditioning of Spatial Position Sharpens Neural Population-Level Tuning in Visual Cortex and Selectively Alters Alpha-Band Activity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2021Article
- What Influences People's Tradeoff Decisions Between COFrontiers in psychology · 2021Article
- Visual load does not decrease the auditory steady-state response to 40-Hz amplitude-modulated tones.Psychophysiology · 2020Article
- The interplay of emotion expressions and strategy in promoting cooperation in the iterated prisoner's dilemma.Scientific reports · 2020Article
- Effects of a Manual Response Requirement on Early and Late Correlates of Auditory Awareness.Frontiers in psychology · 2019Article
- Visual Perceptual Load Does Not Affect the Frequency Mismatch Negativity.Frontiers in psychology · 2019Article
- Cascade and no-repetition rules are comparable controls for the auditory frequency mismatch negativity in oddball tasks.Psychophysiology · 2019Article
- Visual awareness negativity is an early neural correlate of awareness: A preregistered study with two Gabor sizes.Cognitive, affective & behavioral neuroscience · 2018Article
- The New Statistics for Neuroscience Majors: Thinking in Effect Sizes.Journal of undergraduate neuroscience education : JUNE : a publication of FUN, Faculty for Undergraduate Neuroscience · 2018Article
- Varieties of Confidence Intervals.Advances in cognitive psychology · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Because of the continuing debates about statistics, many researchers may feel confused about how to analyze and interpret data. Current guidelines in psychology advocate the use of effect sizes and confidence intervals (CIs). However, researchers may be unsure about how to extract effect sizes from factorial designs. Contrast analysis is helpful because it can be used to test specific questions of central interest in studies with factorial designs. It weighs several means and combines them into one or two sets that can be tested with
Indexed as
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.