An Introduction to the Multidimensional Students' Life Satisfaction Scale

QOL researchers have primarily focusedtheir attention on adults. The purpose of thispresentation is to describe the rationale,development, and psychometric properties of amultidimensional life satisfaction scaleappropriate for children and youth, theMultidimensional Students' Life SatisfactionScale (MSLSS: Huebner, 1994; Huebner et al.,1998). This multidimensional self-report scalewas designed for use with students from thirdthrough the twelfth grades. The currentversion of the MSLSS includes 40 items intendedto assess satisfaction with five specificdomains (School, Self, Family, Friends, andLiving Environment). The presentation willsummarize a series of recent studies assessingits reliability, factor structure, andconvergent and discriminant validity. Additionally, the potential usefulness ofchildren's life satisfaction scales forresearch and clinical applications werediscussed.     

A Review of the Brief Multidimensional Students’ Life Satisfaction Scale

There are few psychometrically sound measures of life satisfaction suitable for children and adolescents. The purpose of this paper is to describe the rationale, development, and psychometric properties of a brief multidimensional life satisfaction scale appropriate for use with children of ages 8–18. The paper summarizes extant studies of its reliability and validity and discusses essential future research. Additionally, the potential uses of the BMSLSS in research and practice are elaborated.     

Validation of the Temporal Satisfaction with Life Scale in a Sample of Chinese University Students

The study aims at validating the Temporal Satisfaction With Life Scale (TSWLS; Pavot et al., 1998, `The Temporal Satisfaction With Life Scale', Journal of Personality Assessment 70, pp. 340–354) in a non-western context. Data from 646 Chinese university students (330 females and 316 males) supported the three-factor structure of the TSWLS. However, the first and fifth items in each subscale (past, present, and future) showed a series of problems. With these items excluded, the 9-item model provided a better fit to the data than the 15-item model while the factor structure remained almost unchanged. The author recommends that the 9-item TSWLS be used to measure temporal life satisfaction.     

An Investigation Of A Brief Life Satisfaction Scale With Elementary School Children

This study examined the psychometric properties of the Brief Multidmensional Student Life Satisfaction Scale (BMSLSS: Seligson et al., 2003) with elementary school children. The participants included 518 elementary school students in grades three through five in a Southeastern US state. The students completed the following measures: the BMSLSS, the Students’ Life Satisfaction Scale (SLSS: Huebner, 1991a), the Children’s Social Desirability Questionnaire (CSDQ: Crandall et al., 1965), and the Positive and Negative Affect Schedule-Children’s Version (PANAS-C: Laurent et al., 1999). The results revealed acceptable internal consistency reliability, construct validity and concurrent validity for the BMSLSS. Overall, the use of the BMSLSS for research purposes was supported on a preliminary basis for this age group for research purposes. The study also investigated the usefulness of weighted importance ratings in the prediction of global life satisfaction judgments. Children’s ratings of the importance of the specific domains, whether viewed separately or combined with ratings of levels of life satisfaction, did not enhance the prediction of global life satisfaction. The usefulness of such a brief measure for the assessment of positive indicators of well-being in large-scale national and international studies is highlighted. Recommendations for future research are delineated.     

Life Satisfaction in Brazil: Testing the Psychometric Properties of the Satisfaction With Life Scale (SWLS) in Five Brazilian Samples

The aim of this paper was to validate the Brazilian-Portuguese version of the Satisfaction With Life Scale (SWLS), presenting evidence of its reliability and construct and criterion-related validity. A large Brazilian sample (2,180 participants), from five different populations (undergraduate and high school students, general population, elementary school teachers, and physicians), was considered. The results confirmed the single factorial structure and reliability (0.77 < Cronbach’s α < 0.88, mean α = 0.81) of the SWLS. Supporting its criterion-related validity, the SWLS correlated positively with positive affect and negatively with both negative affect and psychological distress across all five samples. The findings indicate that the Brazilian-Portuguese version of the SWLS is a valid instrument to use with diverse Brazilian samples.     

Confirming and Expanding the Usefulness of the Extended Satisfaction With Life Scale (ESWLS)

The role of stress, particularly economic hindrance,in the prediction of global life-satisfaction wascontrasted between typically younger (n = 109)and more mature (n = 66) undergraduate students. Participants completed a Personal Projects AnalysisAppraisal Matrix including six stress dimensions, aswell as a single-item measure of globallife-satisfaction. Discriminant function analysesconducted on the students' Personal Project appraisalsrevealed that project challenge and economic hindranceaccounted for 25% of the variability inlife-satisfaction for the mature students, but none ofthe stress dimensions predicted life satisfaction forthe younger students. These results indicate that therole of stress in the prediction of life-satisfactionvaries as a function of age, with project challengeand economic hindrance playing a significant role inolder students' lives. The results are discussed inrelation to the developmental context of personalprojects as life tasks and the varying contexts foracademic pursuit between mature and typically youngerundergraduate students.     

Psychometric Evaluation of the Malay Satisfaction With Life Scale

The Satisfaction With Life Scale (SWLS) is one of the most widely used scales for the measurement of subjective well-being across the globe, but no satisfactory version exists for use among Malay-speaking populations. The present study reports on the translation of a new Malay SWLS and examines its psychometric properties in a community sample of 816 Malay and 738 Chinese participants from Malaysia. Results showed that the Malay SWLS had good internal consistency (Cronbach’s α = 0.83). Confirmatory factor analysis showed support for a unidimensional factor structure which remained invariant across sex and ethnic group. These results suggest that the Malay SWLS is a valid and reliable measure of life satisfaction for Malay-speaking samples, and extends the list of available scales for measuring subjective well-being among such groups.     

A Preliminary Study of Multidimensional Life Satisfaction Among Deaf/Hard of Hearing Youth Across Environmental Settings

A key aspect of life quality is lifesatisfaction. Interest in this construct hasincreased among children and adolescents overthe past decade given the differential mentalhealth and educational outcomes associated withlife satisfaction reports. Nevertheless, mostresearch has used general samples of students,with very little understood of how youth withdisabilities view the quality of their lives. Further, many students with disabilities liveand/or are educated in totally segregatedresidential schools or segregated day schoolprograms. It is thus unclear how lifesatisfaction reports may differ with respect tothese environmental settings. Using the Multidimensional Students' Life SatisfactionScale, global satisfaction, as well assatisfaction ratings across a number of lifedomains was compared among Deaf/Hard-of-Hearing(D/HH) youth living in residential settings andD/HH youth attending day school programs. These reports were also compared with a groupof hearing peers. Results revealed that theinter-domain correlations, regressioncoefficients, and satisfaction mean scoresvaried between the disability andnon-disability groups, and with respect toenvironmental setting. Implications of thesefindings conclude the paper.     

Validation of the Satisfaction with Life Scale to Brazilians: Evidences of Measurement Noninvariance Across Brazil and US

Satisfaction with life is one of three hallmarks of subjective well-being, along with frequent positive emotions and infrequent negative emotions (Diener et al. in Psychol Bull 125:276–302, 1999), and the satisfaction with life scale (SWLS; Diener et al. in J Pers Assess 49:91–95, 1985) has been used worldwide to evaluate it. The current study seeks to (a) adapt and gather evidence of validity and reliability of the SWLS for a Brazilian sample, (b) evaluate gender equivalence on Brazilian university students, and (c) test for invariance between Brazilian and US samples. Participants were US (N = 241), and Brazilian (N = 1,388) undergraduates. Results from the Brazilian sample, based on confirmatory factor analyses and measurement invariance tests, showed: (a) evidence of validity of the scale, (b) scalar invariance across gender, (c) scalar invariance within group. However, nonequivalence between Brazil and US samples was found. Such results suggest that within comparisons can be conducted with Brazilian undergraduates, but comparisons between Brazil and the US might be misleading due to lack of invariance. Similar findings have already been reported in other cultures and raise questions about cross cultural studies with this scale.     

Development of the Contentment with Life Assessment Scale (CLAS): Using Daily Life Experiences to Verify Levels of Self-Reported Life Satisfaction

On average, Anglo-Americans report that they are satisfied with their lives, but their global evaluations tend to deviate from their daily experiences (e.g., Oishi [2002, Personality and Social Psychology Bulletin 28(10), 1398–1406]). We explored the hypothesis that the average life satisfaction of Anglo-Americans is better characterized as neutral than satisfied. In Study 1 we developed the five-item Contentment with Life Assessment Scale (CLAS), which focuses on contentment, fulfillment and self-discrepancies. Normative data based on three general population samples demonstrated that the CLAS produces a close to normal distribution of scores, has excellent reliability, and is sensitive to differences in life conditions (e.g., income, marital status). In two daily diary studies we tested whether global life satisfaction measures corresponded to people’s daily subjective well-being. The CLAS was the best predictor among three self-report life satisfaction measures of daily escapist behaviors including television watching and alcohol consumption, and daily stress-related physical symptoms (Study 2). In Study 3, participants recorded their level of life satisfaction daily for two weeks. Average daily life satisfaction scores clustered close to the neutral rather than satisfied point of the measurement scale.     

A Note on the Dimensionality of Quality of Life Scales: An Illustration with the Satisfaction with Life Scale (SWLS)

A case is made that measures used in quality of life and happiness research will be essentially unidimensional: inherently tapping minor dimensions. This is illustrated using Diener’s Satisfaction with Life Scale (SWLS). It is shown that the SWLS does not meet the standard of strict unidimensionality, but that the interpretation of the total scale score is not compromised because the additional dimensions are relatively minor. In the context of the example, a multi-step strategy is described that allows researchers to test for essential unidimensionality. Throughout the article, essential unidimensionality is contrasted with the received view of strict unidimensionality and confirmatory factor analysis methods.

The Students' Life Satisfaction Scale: An assessment of psychometric properties with black and white elementary school students

This research examined selected psychometric properties of the Students' Life Satisfaction Scale for groups of black and white elementary school students. Participants included 120 black children and 496 white children from grades 3–6. The findings failed to demonstrate racial bias with respect to reliability, factorial validity, or criterion-related validity.     

The Divergent Meanings of Life Satisfaction: Item Response Modeling of the Satisfaction with Life Scale in Greenland and Norway

Cultural differences in response to the Satisfaction With Life Scale (SWLS) items is investigated. Data were fit to a mixed Rasch model in order to identify latent classes of participants in a combined sample of Norwegians (N = 461) and Greenlanders (N = 180). Initial analyses showed no mean difference in life satisfaction between the two subsamples. After transforming the ordinal raw scores into interval scales while simultaneously controlling for response bias, different results appeared. First, approximately 80% of the participants in the Greenlandic subsample fit a latent class with a large degree of random responding to the SWLS. Second, relative to the Norwegians, more Greenlanders were using extreme categories in responding to the SWLS. After statistically controlling for this tendency, Norwegians were in general more satisfied with their lives than Greenlanders. Third, Greenlanders who belonged to one specific latent class were more satisfied than their Norwegian counterparts. A salient feature of this class was the relative unwillingness of respondents to change the circumstances of their lives if they were given such an opportunity. The above results are a reminder of the care that must be used in analyzing survey data across cultures. The analytical strategy applied in the article offers an improved approach to handling such data.     

Report on the Construct Validity of the Temporal Satisfaction With Life Scale

This study evaluated the factorial and convergent validity of theTemporal Satisfaction With Life Scale (TSWLS; Pavot, Diener andSuh, 1998), which was designed to measure past, present, andfuture life satisfaction. A sample of psychology undergraduates(N = 223) was administered a questionnaire containing the TSWLSand a global measure of past, present, and future subjectivewell-being (SWB), the Self-Anchoring Striving Scale (SASS;Kilpatrick and Cantril, 1960). Results of covariance structureanalyses supported a 3-factor model (past, present, and futurelife satisfaction as distinct, yet correlated, factors) for theTSWLS, demonstrated that item responding was only slightlycontaminated by an acquiescence bias, and showed that each of thepast, present, and future dimensions of the TSWLS was moststrongly related to its corresponding global SWB rating on theSASS. Theoretical and practical implications are discussed.     

Investigating Validity Evidence of the Satisfaction with Life Scale Adapted for Children

This study introduces the Satisfaction with Life Scale adapted for Children (SWLS-C) and presents psychometric findings regarding its validation. The SWLS-C was adapted from the Satisfaction with Life Scale (SWLS; Diener et al. 1985), which is one of the most commonly used measures to assess satisfaction with life in adults. Three subject matter experts adapted the SWLS by changing the wording of the item stem and response format in order to make it more understandable for children. A stratified random sample of 1,233 students (48% girls) in grades 4–7 (mean age 11 years and 7 months) provided data on the SWLS-C and measures of optimism, self-concept, self-efficacy, depression, emphatic concern, and perspective taking. The SWLS-C demonstrated a unidimensional factor structure and high internal consistency. Furthermore, differential item functioning and differential scale functioning analyses indicated that the SWLS-C measures satisfaction with life in the same way for different groups of children (i.e., with regard to gender, first language learned at home—English vs. other language(s) than English—and across different grades) at the item and at the scale level. Associations between scores on the SWLS-C and demographic variables were statistically non-significant or of small effect size. In addition, the SWLS-C showed evidence of convergent and discriminant validity in relation to the other measures. Our results indicate that the SWLS-C is a psychometrically sound instrument that demonstrated evidence of construct validity for this age group. Limitations and future directions are discussed.     

Psychometric Evaluation of the Hebrew Language Version of the Satisfaction with Life Scale

The satisfaction with life scale (SWLS) is a widely accepted and widely used tool for measuring well-being. Although its potential as a cross-cultural index is recognized, an introduction and systematic validation of the Hebrew version is needed. Thus, the purpose of this study is: (1) to describe the process of developing the Hebrew version of the SWLS, and (2) to examine its construct validity as well as its internal consistency. Four hundred and eighty seven working adults completed the following self reported Hebrew language versions of the: (1) SWLS, (2) positive affect and negative affect scales (PANAS), and (3) the self-rated health (SRH) scale. In addition, as way of gathering additional evidence of validity, the SWLS was completed by proxy (i.e., each participant’s life partner or significant other). Confirmatory factor analysis supported a single-factor structure with significant correlations between the SWLS and the rest of the measures—PANAS scores, the SRH scores as well as the SWLS scores as measured by proxy. In addition, item-analysis supports the internal consistency of the scale. The Hebrew version of the SWLS is a valid and reliable scale and can be utilized in the Israeli context.     

City Life: Rankings (Livability) Versus Perceptions (Satisfaction)

I investigate the relationship between the popular Mercer city ranking (livability) and survey data (satisfactions). Livability aims to capture objective quality of life such as infrastructure. Survey items capture subjective quality of life such as satisfaction with city. The relationship between objective measures of quality of life and subjective measures is weak (correlation of about 0.4). Trust is highly correlated with both, objective livability (0.8) and subjective satisfaction with city (0.65). I postulate to pay more attention to subjective indicators of quality of life. After all, what matters is what we perceive, not what is out there.     

The Latent Profiles of Life Domain Importance and Satisfaction in a Quality of Life Scale

The present study aimed to use a latent profile analysis to distinguish between populations in terms of life domain importance and satisfaction profiles. Then, a multinomial logistic regression was used to determine how background variables (e.g., gender, living areas, and school levels) and self-perceived health predict each latent quality of life (QoL) profile. We also investigated how the latent groups of adolescents predicted negative and positive well-being indicators (e.g., problem behaviors and overall life satisfaction). The sample consisted of 720 Taiwanese secondary school students. Three latent groups were established as follows: “unimportant-unsatisfied,” “important-unsatisfied,” and “important-satisfied.” The results indicate the following: (a) boys were more likely to fall into the “unimportant-unsatisfied” group than were girls; (b) better health increased the likelihood of being in the “important-satisfied” group; (c) high school students were more likely to be in the “unimportant-unsatisfed” group than were middle school students; and (d) no relationship was found between latent groups and living areas. The function of importance rating was not present when evaluating the importance-satisfaction profiles and their relationship with problem behaviors and overall life satisfaction. The problems of the “unimportant-unsatisfied” profile among youth are discussed.     

Validation and Psychometric Properties of Academic Major Satisfaction Scale Among Korean College Students

The purpose of this research was to adapt and validate the 6-items Academic Major Satisfaction Scale (AMSS, Nauta in J Career Assess 15(4):446–462, 2007) for use in Korea. The scale was tested using 275 college students in South Korea. Results indicated adequate internal-consistency reliability of 0.87, and adequate test–retest reliability of 0.84. Confirmatory factor analysis demonstrated a unidimensional structure and measure invariance tests showed equivalent structure across gender groups. Correlations with career decision self-efficacy and variables related to subjective well-being ranged from moderate-tohigh and were all significant. All the results suggest suitable fit among the population of Korean college students. Suggestions for usage of and future research on the AMSS in the Korean context are discussed.     

Development and Validation of the Transgender Inclusive Behavior Scale (TIBS)

Transgender-inclusive behaviors are actions and communication supporting transgender individuals. Examples include using language not reinforcing the gender binary, asking for and using correct pronouns, creation of spaces that welcome members of the transgender community, and acknowledging cisgender (non-transgender) privilege. A survey was developed measuring this behavior in individuals to examine the impact of transgender-inclusive behavior and the potential effect of interventions on promoting inclusive behavior. Data were collected utilizing an online survey (N = 1,051). The sample was split in half to run two sets of cases in a principal components analysis. Analysis of the full sample showed Cronbach’s alpha to be .93 (n = 918). Findings suggest that the Transgender Inclusive Behavior Scale (TIBS) may be a useful instrument for identifying behaviors related to being inclusive of transgender individuals, groups, and communities. It may also be used to measure behavior change before and after transgender-specific educational and behavioral interventions.