Related Experiment Video
Updated: May 19, 2026

Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits
Published on: September 27, 2019
A Factor Analysis of the COMFORTneo Scale: What Are We Measuring?
Erik Koning1, Arend F Bos1, Elisabeth M W Kooi1
1Division of Neonatology, Department of Pediatrics Beatrix Children's Hospital, University Medical Center Groningen Groningen the Netherlands.
Insights
The COMFORTneo scale measures pain and stress in preterm infants. It appears to capture one construct in extremely preterm infants but two in older preterm infants, though professionals don't consistently differentiate them.
Area of Science:
- Neonatal care
- Pediatric pain and stress assessment
- Infant development
Background:
- Extremely preterm infants (<26 weeks) and preterm infants (26-36 weeks) experience significant procedural pain and stress.
- Distinguishing between pain and stress is challenging in clinical neonatal settings.
- The COMFORTneo scale is used to assess infant states, but its construct validity in different gestational age groups is unclear.
Purpose of the Study:
- To evaluate if the COMFORTneo scale can differentiate between pain and stress constructs in extremely preterm (EPT) and preterm (PT) infants.
- To assess the underlying structure of the COMFORTneo scale across different subgroups of preterm infants.
- To explore NICU professionals' understanding of the constructs measured by the COMFORTneo scale.
Main Methods:
- Analysis of COMFORTneo scores from 1021 preterm infants (2018-2022).
- Categorization into four subgroups: EPT ventilated, EPT non-ventilated, PT ventilated, PT non-ventilated.
- Application of exploratory and confirmatory factor analyses, supplemented by a professional questionnaire.
Main Results:
- Exploratory factor analysis revealed a unidimensional structure for EPT infants and a two-factor structure for PT infants.
- Confirmatory factor analysis supported these findings, with good model fit indices.
- NICU professionals showed varied interpretations of the constructs represented by COMFORTneo items, indicating inconsistent differentiation.
Conclusions:
- The COMFORTneo scale captures a single construct in EPT infants and two related constructs in PT infants.
- NICU professionals do not consistently differentiate between these constructs in clinical practice.
- Developmentally sensitive interpretation of COMFORTneo scores is crucial, and reliance solely on total scores should be avoided.
Abstract:
Extremely preterm infants (EPT; < 26 weeks) are often exposed to painful and stressful procedures, and in clinical practice it is difficult to distinguish pain from stress. This study investigated whether the COMFORTneo scale can differentiate between these constructs in EPT and older preterm infants (PT; 26-36 weeks' gestational age). We analyzed COMFORTneo scores from 1021 preterm infants admitted to a level IV NICU between 2018 and 2022. Infants were divided into four subgroups: EPT ventilated, EPT non-ventilated, PT ventilated, and PT non-ventilated. Exploratory and confirmatory factor analyses were used to assess the underlying structure of the scale. In addition, a panel of 11 NICU professionals completed a short questionnaire regarding the constructs represented by COMFORTneo items. Exploratory factor analysis indicated a unidimensional structure for EPT infants, whereas two factors emerged in PT infants, with interfactor correlations of r = 0.78 in ventilated infants and r = 0.63 in non-ventilated infants. Confirmatory factor analysis supported these structures, with comparative fit index (CFI) values ≥ 0.96 and root mean square error of approximation (RMSEA) ranging from 0.070 to 0.091. Experts' interpretations of the constructs associated with the identified factors varied across respondents. Overall, the COMFORTneo scale appears to capture a single construct in EPT infants and two related constructs in PT infants. However, NICU professionals did not consistently distinguish between these constructs in practice. These findings highlight the importance of developmentally sensitive interpretation and caution against relying solely on total COMFORTneo scores.
Related Concept Videos
Five-Factor Theory of Personality
Openness reflects creativity, curiosity, and openness to new experiences. Individuals scoring high in openness are imaginative, have a wide range of interests, and are independent thinkers. Low...
Self-Report Tests of Personality
Factors Affecting Perception
An illustrative example of a perceptual set is the scenario where an airline pilot told...
Factorial Design
Confidence Coefficient
Cattell's 16 Personality Factors
In contrast, source traits are the fundamental,...
