Feeling Loved: A novel brief self-report health measure
Open accessAbstract
Context There is need for a short validated self-report instrument for assessing the feeling of being loved. The Feeling Loved instrument asks: "Do you feel loved?" and "How loved do you feel?" as well as "Do you love yourself?" and "How much do you love yourself?" with 100 mm visual analogue scales assessing the continuous response options.Objective To assess convergent and discriminant validity and to explore psychometric structure for this novel self-report measure.Design Convergent validity comparators include: general mental health, perceived social support, perceived stress, depressive symptoms, and positive/negative emotion. Discriminant validity comparators include: gender, age, ethnicity, socioeconomic status, and body mass index. Latent class analysis techniques explore psychometric structure.Setting Baseline evaluation for a randomized controlled trial.Participants Community-recruited adults in Madison, Wisconsin.Intervention This validation study is based on pre-intervention data.Main outcome measures Strength of correlation with comparators is used to assess convergence and discrimination. Goodness-of-fit indicators assess latent class models.Results Of n = 412 respondents, 92% answered positively to both Yes/No questions, and 59% self-rated ≥75/100 on both 0-to-100 VAS scales. Supporting convergent validity, highly significant (p < 0.001) Spearman's rho=ρ correlations of a summed Feeling Loved score were: mental health (ρ = 0.49); social support (ρ = 0.46); perceived stress (ρ = -0.46), depressive symptoms (ρ = -0.31), and both positive (ρ = 0.50) and negative (ρ = -0.43) emotion. Significant associations were also found for personality indicators. Supporting discriminant validity, Feeling Loved scores did not correlate significantly with physical health (ρ = -0.08), body mass index (ρ = 0.01), age (ρ = 0.06), or income (ρ = 0.07) (p values all ≥ 0.12). Latent class analysis models suggested a 3-class structure, with strong goodness-of-fit indicators.
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The SF-12 is a commonly used 12-item validated measure to assess general health and health-related quality of life across physical and mental health domains.
“This is a commonly used 12-item validated measure to assess general health and health-related quality of life across the physical and mental health domains”
From Risk Factors for Self-Harm Ideation among Persons Treated with Opioids for Chronic Low Back Pain (2023) · cites this paper as [41]
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Glime, A., Kommalapati, M. B., Rizzo, C. J., Collibee, C., & Sathyanarayana, A. (2026) · IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies · doi:10.1109/chase69719.2026.00020
- Authors
- Barrett, B., Muller, D., Hayer, S., Ewers, T., Chase, J., Barnet, J. H., & Brown, R.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Barrett, Bruce
- Venue
- EXPLORE
- Publisher
- Elsevier BV
- Published
- 2019-03
- Volume
- 15
- Issue
- 2
- Pages
- 148-159
- ISSN
- 1550-8307 (ISSN-L)
- PMC
- PMC6339840
- OpenAlex
- W2884804756
- Cited by
- 19
- References
- 86
- Citations by year
- 2026: 1 · 2025: 7 · 2024: 2 · 2023: 2 · 2022: 2 · 2021: 1 · 2020: 3 · 2019: 1
- FWCI
- 1.00
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- EXPLORE (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Center for Complementary and Integrative Health (R01AT006970, K24AT006543, T32AT006956)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Education › Health Education and Validation
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- feeling loved, self-love, self-report measures, psychometric validation, convergent validity, discriminant validity, latent class structure, perceived social support, perceived stress, depressive symptoms, positive and negative emotions, mental health
- MeSH terms
- Adult, Aged, Emotions, Female, Humans, Love, Male, Mental Health, Middle Aged, Personality, Psychometrics, Surveys and Questionnaires, Social Support, Wisconsin, Self Report
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