Development and Psychometric Properties of a Scale to Measure the Meaning of Life (MLS)
Abstract
1. Introduction
2. Materials and Methods
2.1. Design
2.2. Participants
2.3. Ethical Aspects
2.4. Instruments
2.5. Data Analysis
3. Results
3.1. Content Validity Analysis
3.2. Preliminary Analysis
3.3. Preliminary Evidence of Internal Structure Validity
3.4. Validity of the Internal Structure and Reliability
3.5. Evidence of Convergent Validity or Validity in Relation to Other Constructs
4. Discussion
4.1. Theoretical Implications
4.2. Practical Implications
4.3. Limitations and Future Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | Categories | n1 = 344 (EFA) | n2 = 302 (CFA) | ||
---|---|---|---|---|---|
n | % | n | % | ||
Gender | Female | 217 | 63.10% | 195 | 64.60% |
Male | 127 | 36.90% | 107 | 35.40% | |
Marital status | Married | 37 | 10.80% | 22 | 7.30% |
Cohabitant | 18 | 5.20% | 15 | 5.00% | |
Divorced | 3 | 0.90% | 4 | 1.30% | |
Single | 285 | 82.80% | 257 | 85.10% | |
Widowed | 1 | 0.30% | 4 | 1.30% | |
Department of current residence | Amazonas | 10 | 2.90% | 15 | 5.00% |
Ancash | - | - | 2 | 0.70% | |
Apurímac | 2 | 0.60% | - | - | |
Ayacucho | 1 | 0.30% | 2 | 0.70% | |
Cajamarca | 25 | 7.30% | 30 | 9.90% | |
Callao (Constitutional Province) | - | - | 2 | 0.70% | |
Cusco | 1 | 0.30% | - | - | |
Huancavelica | 1 | 0.30% | - | - | |
Huánuco | 1 | 0.30% | 1 | 0.30% | |
Ica | 3 | 0.90% | 1 | 0.30% | |
Junín | 1 | 0.30% | 1 | 0.30% | |
La Libertad | 13 | 3.80% | 6 | 2.00% | |
Lambayeque | 19 | 5.50% | 6 | 2.00% | |
Lima | 41 | 11.90% | 14 | 4.60% | |
Loreto | 3 | 0.90% | 10 | 3.30% | |
Madre de Dios | 1 | 0.30% | 1 | 0.30% | |
Moquegua | - | - | 1 | 0.30% | |
Pasco | 1 | 0.30% | - | - | |
Piura | 1 | 0.30% | 2 | 0.70% | |
Puno | - | - | 2 | 0.70% | |
San Martín | 218 | 63.40% | 197 | 65.20% | |
Ucayali | 2 | 0.60% | 4 | 1.30% | |
Tumbes | - | - | 5 | 1.70% | |
Level of education | None | 2 | 0.60% | 4 | 1.30% |
Primary | 5 | 1.50% | 2 | 0.70% | |
High school | 34 | 9.90% | 98 | 32.50% | |
Technician | 51 | 14.80% | 35 | 11.60% | |
University | 252 | 73.30% | 163 | 54.00% | |
Employment Status | Active | 145 | 42.20% | 108 | 35.8% |
Not active | 27 | 7.80% | 24 | 7.90% | |
Student | 172 | 50.00% | 170 | 56.30% |
Sample for EFA | Sample for CFA | |||||||
---|---|---|---|---|---|---|---|---|
M | SD | g1 | g2 | M | SD | g1 | g2 | |
Item 1 | 3.96 | 1.10 | −1.32 | 1.31 | 3.92 | 0.98 | −1.08 | 1.18 |
Item 2 | 3.92 | 1.05 | −1.13 | 1.00 | 3.97 | 0.89 | −0.92 | 1.09 |
Item 3 | 3.93 | 1.09 | −1.19 | 0.96 | 4.07 | 0.88 | −1.02 | 1.12 |
Item 4 | 3.80 | 1.11 | −0.93 | 0.34 | 3.92 | 0.94 | −0.76 | 0.31 |
Item 5 | 3.73 | 1.15 | −0.85 | 0.05 | 3.73 | 1.01 | −0.65 | 0.03 |
Item 6 | 4.16 | 1.03 | −1.60 | 2.44 | 4.10 | 0.83 | −1.03 | 1.62 |
Item 7 | 3.85 | 1.13 | −1.01 | 0.36 | 3.98 | 0.95 | −0.97 | 0.76 |
Item 8 | 4.15 | 1.06 | −1.60 | 2.23 | 4.27 | 0.83 | −1.42 | 2.81 |
Item 9 | 3.92 | 1.12 | −1.14 | 0.69 | 4.03 | 0.97 | −1.13 | 1.14 |
Item 10 | 3.88 | 1.11 | −0.94 | 0.27 | 4.04 | 0.98 | −1.08 | 0.84 |
Item 11 | 3.97 | 1.10 | −1.28 | 1.18 | 4.03 | 0.93 | −1.11 | 1.31 |
Item 12 | 3.88 | 1.07 | −1.14 | 1.01 | 3.99 | 0.92 | −0.99 | 0.96 |
Item 13 | 3.83 | 1.08 | −0.98 | 0.54 | 3.94 | 0.94 | −0.90 | 0.78 |
Item 14 | 4.01 | 1.12 | −1.30 | 1.14 | 4.11 | 0.90 | −1.15 | 1.52 |
Item 15 | 3.92 | 1.09 | −1.10 | 0.78 | 4.00 | 0.95 | −1.04 | 1.08 |
Item 16 | 4.10 | 1.07 | −1.48 | 1.82 | 4.14 | 0.89 | −1.32 | 2.09 |
Item 17 | 3.95 | 1.14 | −1.21 | 0.81 | 4.10 | 0.93 | −1.17 | 1.47 |
Item 18 | 4.01 | 1.06 | −1.30 | 1.41 | 4.12 | 0.91 | −1.22 | 1.66 |
Initial N° | EFA | CFA | Final N° | |
---|---|---|---|---|
Factor | h2 | Factor | ||
Item 1 | 0.847 | 0.717 | _ | _ |
Item 2 | 0.880 | 0.774 | 0.808 | Item 1 |
Item 3 | 0.853 | 0.728 | 0.846 | Item 2 |
Item 4 | 0.871 | 0.758 | _ | _ |
Item 5 | 0.841 | 0.708 | _ | _ |
Item 6 | 0.851 | 0.725 | _ | _ |
Item 8 | 0.814 | 0.663 | _ | _ |
Item 10 | 0.831 | 0.691 | 0.770 | Item 3 |
Item 11 | 0.836 | 0.699 | _ | _ |
Item 12 | 0.864 | 0.747 | _ | _ |
Item 13 | 0.860 | 0.740 | _ | _ |
Item 14 | 0.914 | 0.836 | _ | _ |
Item 15 | 0.901 | 0.812 | 0.792 | Item 4 |
Item 16 | 0.893 | 0.797 | _ | _ |
Item 17 | 0.881 | 0.775 | _ | _ |
Item 18 | 0.830 | 0.689 | _ | _ |
% of variance | 74.100 | _ | _ | |
α | 0.979 | 0.878 | α | |
ω | 0.979 | 0.878 | ω | |
_ | _ | 0.972 | H | |
_ | _ | 0.644 | AVE |
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Guevara-Tantalean, E.A.; Tantaleán-Arteaga, A.B.; Arévalo-García, B.F.; Cunza-Aranzábal, D.F. Development and Psychometric Properties of a Scale to Measure the Meaning of Life (MLS). Eur. J. Investig. Health Psychol. Educ. 2025, 15, 174. https://doi.org/10.3390/ejihpe15090174
Guevara-Tantalean EA, Tantaleán-Arteaga AB, Arévalo-García BF, Cunza-Aranzábal DF. Development and Psychometric Properties of a Scale to Measure the Meaning of Life (MLS). European Journal of Investigation in Health, Psychology and Education. 2025; 15(9):174. https://doi.org/10.3390/ejihpe15090174
Chicago/Turabian StyleGuevara-Tantalean, Esvin Aldair, Anthony Brayham Tantaleán-Arteaga, Bruno Francesco Arévalo-García, and Denis Frank Cunza-Aranzábal. 2025. "Development and Psychometric Properties of a Scale to Measure the Meaning of Life (MLS)" European Journal of Investigation in Health, Psychology and Education 15, no. 9: 174. https://doi.org/10.3390/ejihpe15090174
APA StyleGuevara-Tantalean, E. A., Tantaleán-Arteaga, A. B., Arévalo-García, B. F., & Cunza-Aranzábal, D. F. (2025). Development and Psychometric Properties of a Scale to Measure the Meaning of Life (MLS). European Journal of Investigation in Health, Psychology and Education, 15(9), 174. https://doi.org/10.3390/ejihpe15090174