Mode
Text Size
Log in / Sign up

A 3-factor solution for the Responses to Positive Affect scale outperforms the 2-factor solutionThree-Factor Scale Shows Better Results for Tracking Positive Rumination

AI-generated summary of the cited source, checked by automated accuracy review. How we work

Key Takeaway
Note that the 3-factor solution for the RPA scale provides superior psychometric performance over the 2-factor model.

This meta-analysis evaluates the psychometric performance of the Responses to Positive Affect (RPA) scale, comparing 3-factor and 2-factor solutions in clinical and non-clinical adult populations. The study analyzed data from 1995 participants across multiple sites in the United States and United Kingdom.

The 3-factor solution for the 16-item RPA scale outperformed the 2-factor solution, with reported indices of CFI=0.929, TLI=0.918, RMSEA=0.068, and SRMR=0.045 (Delta chi-square(2)=140.46, RMSEA=0.187, p<0.001). Additionally, the analysis found that each positive rumination subscale (self-focused and emotion-focused) demonstrated unique associations with psychiatric symptoms, including depression, anxiety, and anhedonia, as well as with affect.

While the study supports the 3-factor solution for the RPA scale, the specific clinical implications for individual patient management are not detailed. The findings suggest that the 3-factor model may provide a more nuanced understanding of how different types of positive rumination relate to psychiatric symptoms. Clinical utility depends on the integration of these subscales into existing diagnostic and monitoring frameworks.

How this fits prior evidence

This meta-analysis addresses a gap in psychometric measurement tools for assessing positive rumination. While previous evidence noted that depression and anxiety are prevalent in specific conditions like Behđet's disease (47.44% and 48.48% respectively), this study focuses on the underlying measurement structure of the RPA scale. The finding that the 3-factor solution outperforms the 2-factor solution provides a more refined tool for identifying unique associations between self-focused and emotion-focused rumination and symptoms like depression, anxiety, and anhedonia.

Researchers analyzed data from nearly 2,000 adults to look at how people process positive thoughts. They compared two different ways of measuring these thoughts, known as the 2-factor and 3-factor solutions of the RPA scale. The study found that the 3-factor model performed better statistically than the 2-factor model.

Beyond just the scale structure, the study looked at how specific types of positive rumination relate to mental health. They found that both self-focused and emotion-focused rumination have unique links to symptoms like depression, anxiety, and anhedonia. This suggests that different types of positive thinking may affect a person's mood in different ways.

Because this was a meta-analysis of existing data, it is important to note that these findings are about how we measure and categorize symptoms rather than a new treatment. These results help researchers better understand the relationship between thought patterns and mental health. You should speak with a healthcare provider to discuss how these findings relate to your personal experience.

What this means for you:
A 3-factor model provides a more accurate way to measure how positive rumination relates to depression and anxiety.

Common questions

What is positive rumination?

Positive rumination involves the way people process and dwell on positive thoughts or experiences. This study looked at how these thoughts relate to mental health. It specifically examined two types: self-focused and emotion-focused rumination. Both types showed unique links to symptoms like depression, anxiety, and anhedonia.

How does the 3-factor scale compare to the 2-factor scale?

The study found that the 3-factor solution outperformed the 2-factor solution for the 16-item RPA scale. The 3-factor model showed better statistical performance, which helps researchers more accurately measure how positive rumination relates to a person's mood and psychiatric symptoms.

Who was included in this study?

The study included a large group of 1,995 adults. This group included both clinical and non-clinical populations from sites in the United States and the United Kingdom. The results help clarify how different types of rumination associate with symptoms of depression and anxiety.

Study Details

Study typeMeta analysis
EvidenceLevel 1
PublishedNov 2026
View Original Abstract ↓
The Responses to Positive Affect (RPA) scale is a widely used 17-item self-report measure that assesses positive rumination and dampening, or the tendency to upregulate or downregulate PA, respectively. The RPA includes one dampening subscale and two positive rumination subscales: self- and emotion-focused. Past work has highlighted the theoretical overlap between the two positive rumination subscales, suggesting that they be combined into one overall amplifying subscale. However, there are mixed applications of this in the literature; yet, no factor analyses have been conducted with multiple samples to examine the statistical difference between the 2- and 3-factor solution of the RPA. Thus, the current multi-site design pooled nine datasets in the United States and United Kingdom, with both clinical and non-clinical samples, to statistically evaluate the 2- and 3-factor solutions across all samples (N = 1995) and examine their association with psychiatric symptoms and affect using meta-analytic techniques. The current findings indicate that the 3-factor solution (CFI = 0.929, TLI = 0.918, RMSEA = 0.068, SRMR = 0.045) outperformed the 2-factor solution (Δχ(2) = 140.46, RMSEA = 0.187, p < .001) in the 16-item RPA. Further, our meta-analytic findings indicate important nuances between the two positive rumination subscales, with each one demonstrating unique associations with psychiatric symptoms and affect that are otherwise not found when combined into a single amplifying subscale. Taken together, our findings provide support for the 3-factor solution across all samples, and future work should further aim to disentangle the two positive rumination subscales from one another given their unique associations with depression, anxiety, anhedonia and affect and affect.
Free Newsletter

Clinical research that matters. Delivered to your inbox.

Join thousands of clinicians and researchers. No spam, unsubscribe anytime.