<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2007-5936</journal-id>
<journal-title><![CDATA[Psicumex]]></journal-title>
<abbrev-journal-title><![CDATA[Psicumex]]></abbrev-journal-title>
<issn>2007-5936</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Sonora, Consorcio de Universidades Mexicanas A,C.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-59362024000100113</article-id>
<article-id pub-id-type="doi">10.36793/psicumex.v14i1.605</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Invarianza en escala Likert de cinco y siete puntos del SWLS en 5 países iberoamericanos]]></article-title>
<article-title xml:lang="en"><![CDATA[Measurement Invariance in Five-Point and Seven-Point Likert Scale of the SWLS in 5 Ibero-American Countries]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Núñez Ramírez]]></surname>
<given-names><![CDATA[Marco Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Garduño Realivazquez]]></surname>
<given-names><![CDATA[Karla Alejandra]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Esparza García]]></surname>
<given-names><![CDATA[Irma Guadalupe]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Tecnológico de Sonora  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad de Sonora  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<volume>14</volume>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-59362024000100113&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-59362024000100113&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-59362024000100113&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La escala Likert se ha convertido en un método popular de evaluación dentro de las ciencias sociales, sin embargo, no existe un consenso sobre cuál opción de respuesta es mejor (de cinco o siete puntos). La presente investigación trató de comparar las propiedades psicométricas de ambas opciones de respuesta Likert mediante el caso de un instrumento de satisfacción con la vida. A través del análisis de invarianza de medida, se llevó a cabo un estudio cuantitativo y transversal. Con dos muestras no probabilísticas de jóvenes de cinco países hispanohablantes (n  1 = 706, n  2 = 911), se realizó un análisis factorial confirmatorio multigrupo (país y género), considerando la invarianza configural, métrica, escalar y estricta. Los hallazgos sugieren, con base en estudios previos, que la escala Likert-5 obtuvo resultados más favorables. Por lo tanto, el instrumento sí fue invariante al comparar países; no obstante, respecto al género, se obtuvieron algunos indicadores favorables para soportar la invarianza de medida del instrumento.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The Likert scale has become a popular method of assessment within the social sciences; however, there is no consensus on which response option is better (five-point or seven-point). The present research attempted to compare the psychometric properties of the two Likert response options, using a life satisfaction instrument. A quantitative and cross-sectional study was carried out by analyzing measurement invariance. Based on two non-probabilistic samples of young people from five Spanish-speaking countries (n1= 706, n2= 911), a multigroup (country and gender) confirmatory factor analysis was performed, considering configural, metric, scalar and strict invariance. Based on previous studies and the results obtained, the findings suggest that the Likert-5 scale obtained more favorable results. Therefore, the instrument was invariant when comparing countries; nonetheless, with respect to gender, some favorable indicators were obtained to support the measurement invariance of the instrument.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[satisfacción con la vida]]></kwd>
<kwd lng="es"><![CDATA[escala Likert]]></kwd>
<kwd lng="es"><![CDATA[invarianza de media]]></kwd>
<kwd lng="es"><![CDATA[análisis factorial confirmatorio]]></kwd>
<kwd lng="es"><![CDATA[validez]]></kwd>
<kwd lng="en"><![CDATA[life satisfaction]]></kwd>
<kwd lng="en"><![CDATA[Likert scale]]></kwd>
<kwd lng="en"><![CDATA[measurement invariance]]></kwd>
<kwd lng="en"><![CDATA[confirmatory factor analysis]]></kwd>
<kwd lng="en"><![CDATA[validity]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Adcock]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Collier]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Validity: A Shared Standard for Qualitative and Quantitative Research]]></article-title>
<source><![CDATA[American Political Science Review]]></source>
<year>2001</year>
<volume>95</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>529-46</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aiken]]></surname>
<given-names><![CDATA[L. R]]></given-names>
</name>
</person-group>
<source><![CDATA[Test psicológicos y evaluación]]></source>
<year>2003</year>
<publisher-loc><![CDATA[Prentice Hall ]]></publisher-loc>
<publisher-name><![CDATA[Peason]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Anjaria]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Knowledge Derivation from Likert Scale Using Z-numbers]]></article-title>
<source><![CDATA[Information Sciences]]></source>
<year>2022</year>
<volume>590</volume>
<page-range>234-52</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ariely]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Davidov]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of Measurement Equivalence with Cross-National and Longitudinal Surveys in Political Science]]></article-title>
<source><![CDATA[European Political Science]]></source>
<year>2012</year>
<volume>11</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>363-77</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Arrindell]]></surname>
<given-names><![CDATA[W. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Checa]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Espejo]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[I.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Carrozzino]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Vu-Bich]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Dambach]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Vagos]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance and Construct Validity of the Satisfaction With Life Scale (SWLS) in Community Volunteers in Vietnam]]></article-title>
<source><![CDATA[International Journal of Environmental Research and Public Health]]></source>
<year>2022</year>
<volume>19</volume>
<numero>6</numero>
<issue>6</issue>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<collab>Asociación Americana de Psicología</collab>
<source><![CDATA[Diccionario conciso de psicología]]></source>
<year>2010</year>
<publisher-name><![CDATA[Manual Moderno]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<collab>American Psychological Association</collab>
<source><![CDATA[APA Dictionary of Psychology]]></source>
<year>2015</year>
<edition>2nd ed</edition>
<publisher-name><![CDATA[American Psychological Association]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Berrios-Riquelme]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pascual-Soler]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Frias-Navarro]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Maluenda-Albornoz]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Psychometric Properties and Factorial Invariance of the Satisfaction with Life Scale in Latino Immigrants in Chile, Spain, and United States]]></article-title>
<source><![CDATA[Terapia Psicológica]]></source>
<year>2021</year>
<volume>39</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>199-218</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bisquerra]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez-Escoda]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[¿Pueden las escalas Likert aumentar en sensibilidad?]]></article-title>
<source><![CDATA[REIRE: Revista d&#8217;innovació i Recerca En Educació]]></source>
<year>2015</year>
<volume>8</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>129-47</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Borsboom]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Mellenbergh]]></surname>
<given-names><![CDATA[G. J.]]></given-names>
</name>
<name>
<surname><![CDATA[van Heerden]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Concept of Validity]]></article-title>
<source><![CDATA[Psychological Review]]></source>
<year>2004</year>
<volume>111</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1061-71</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bryman]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Quantity and Quality in Social Research]]></source>
<year>2003</year>
<publisher-name><![CDATA[Routledge]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Byrne]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Testing for Multigroup Equivalence of a Measuring Instrument: A Walk Through the Process]]></article-title>
<source><![CDATA[Psicothema]]></source>
<year>2008</year>
<volume>20</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>872-82</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carifio]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Perla]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Resolving the 50-Year Debate Around Using and Misusing Likert Scales]]></article-title>
<source><![CDATA[Medical Education]]></source>
<year>2008</year>
<volume>42</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1150-2</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Casas]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarriera]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Abs]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Coenders]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Alfaro]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Saforcada]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Tonon]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Subjective Indicators of Personal Well-Being among Adolescents. Performance and Results for Different Scales in Latin-Language Speaking Countries: A Contribution to the International Debate]]></article-title>
<source><![CDATA[Child Indicators Research]]></source>
<year>2012</year>
<volume>5</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-28</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chang]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Psychometric Evaluation of 4-Point and 6-Point Likert-Type Scales in Relation to Reliability and Validity]]></article-title>
<source><![CDATA[Applied Psychological Measurement]]></source>
<year>1994</year>
<volume>18</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>205-15</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Checa]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Perales]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Espejo]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance of the Satisfaction with Life Scale by Gender, Age, Marital Status and Educational Level]]></article-title>
<source><![CDATA[Quality of Life Research]]></source>
<year>2019</year>
<volume>28</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>963-8</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[F. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance]]></article-title>
<source><![CDATA[Structural Equation Modeling: A Multidisciplinary Journal]]></source>
<year>2007</year>
<volume>14</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>464-504</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Yu]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Yu]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Psychometric Evaluation of the Chinese Version of the Snizek-Revised Hall&#8217;s Professionalism Inventory Scale]]></article-title>
<source><![CDATA[Journal of International Medical Research]]></source>
<year>2019</year>
<volume>47</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1154-68</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cheung]]></surname>
<given-names><![CDATA[G. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Rensvold]]></surname>
<given-names><![CDATA[R. B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance]]></article-title>
<source><![CDATA[Structural Equation Modeling: A Multidisciplinary Journal]]></source>
<year>2002</year>
<volume>9</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>233-55</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Clark]]></surname>
<given-names><![CDATA[L. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Watson]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Constructing Validity: New Developments in Creating Objective Measuring Instruments]]></article-title>
<source><![CDATA[Psychological Assessment]]></source>
<year>2019</year>
<volume>31</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1412-27</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Colman]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Norris]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Preston]]></surname>
<given-names><![CDATA[C. C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparing Rating Scales of Different Lengths: Equivalence of Scores from 5-Point and 7-Point Scales]]></article-title>
<source><![CDATA[Psychological Reports]]></source>
<year>1997</year>
<volume>80</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>355-62</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cox III]]></surname>
<given-names><![CDATA[E. P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Optimal Number of Response Alternatives for a Scale: A Review]]></article-title>
<source><![CDATA[Journal of Marketing Research]]></source>
<year>1980</year>
<volume>17</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>407</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Croasmun]]></surname>
<given-names><![CDATA[J. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Ostrom]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Using Likert-Type Scales in the Social Sciences]]></article-title>
<source><![CDATA[Journal of Adult Education]]></source>
<year>2011</year>
<volume>40</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>19-22</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cronbach]]></surname>
<given-names><![CDATA[L. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Meehl]]></surname>
<given-names><![CDATA[P. E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Construct Validity in Psychological Tests]]></article-title>
<source><![CDATA[Psychological Bulletin]]></source>
<year>1955</year>
<volume>52</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>281-302</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cummins]]></surname>
<given-names><![CDATA[R. A]]></given-names>
</name>
</person-group>
<source><![CDATA[The Directory of Instruments to Measure Quality of Life and Cognate Areas of Study]]></source>
<year>1997</year>
<edition>4th ed</edition>
<publisher-name><![CDATA[Deakin University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cummins]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gullone]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Why We Should Not Use 5-Point Likert Scales: The Case for Subjective Quality of Life Measurement]]></article-title>
<source><![CDATA[Proceedings, Second International Conference on Quality of Life in Cities]]></source>
<year>2000</year>
<publisher-name><![CDATA[National University of Singapore]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Emmons]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Larsen]]></surname>
<given-names><![CDATA[R. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Griffin]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Satisfaction With Life Scale]]></article-title>
<source><![CDATA[Journal of Personality Assessment]]></source>
<year>1985</year>
<volume>49</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>71-5</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dimitrova]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Domínguez Espinosa]]></surname>
<given-names><![CDATA[A. del C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance of the Satisfaction with Life Scale in Argentina, Mexico and Nicaragua]]></article-title>
<source><![CDATA[Social Inquiry into Well-Being]]></source>
<year>2015</year>
<volume>1</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>32</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dolnicar]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Grün]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Leisch]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Rossiter]]></surname>
<given-names><![CDATA[J. R]]></given-names>
</name>
</person-group>
<source><![CDATA[Three Good Reasons NOT to Use Five and Seven Point Likert Items]]></source>
<year>2011</year>
<conf-name><![CDATA[ 21stCAUTHE National Conference]]></conf-name>
<conf-loc>Adelaide, Australia </conf-loc>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Emerson]]></surname>
<given-names><![CDATA[S. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Guhn]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Gadermann]]></surname>
<given-names><![CDATA[A. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance of the Satisfaction with Life Scale: Reviewing Three Decades of Research]]></article-title>
<source><![CDATA[Quality of Life Research]]></source>
<year>2017</year>
<volume>26</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>2251-64</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobar-Pérez]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Cuervo-Martínez]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Validez de contenido y juicio de expertos: Una aproximación a su utilización]]></article-title>
<source><![CDATA[Avances en Medición]]></source>
<year>2008</year>
<volume>6</volume>
<page-range>27-36</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Esnaola]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Benito]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Antonio-Agirre]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Freeman]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarasa]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance of the Satisfaction With Life Scale (SWLS) by Country, Gender and Age]]></article-title>
<source><![CDATA[Psicothema]]></source>
<year>2017</year>
<volume>29</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>596-601</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Espejo]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Martín-Carbonell]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Checa]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Paternina]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández-Daza]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Higuita]]></surname>
<given-names><![CDATA[J. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Albarracín]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Cerquera]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Psychometric Properties of the Diener Satisfaction With Life Scale With Five Response Options Applied to the Colombian Population]]></article-title>
<source><![CDATA[Frontiers in Public Health]]></source>
<year>2022</year>
<volume>9</volume>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Field]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Discovering Statistics Using IBM SPSS Statistics]]></source>
<year>2018</year>
<publisher-name><![CDATA[Sage Publications Ltd]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Finstad]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Response Interpolation and Scale Sensitivity: Evidence Against 5-Point Scales]]></article-title>
<source><![CDATA[Usability Metric for User Experience]]></source>
<year>2010</year>
<volume>5</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>104-10</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Garwood]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Likert Scale]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Jupp]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<source><![CDATA[The SAGE Dictionary of Social Research Methods]]></source>
<year>2006</year>
<publisher-name><![CDATA[SAGE Publications]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hair]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Black]]></surname>
<given-names><![CDATA[W. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Babin]]></surname>
<given-names><![CDATA[B. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Anderson]]></surname>
<given-names><![CDATA[R. E]]></given-names>
</name>
</person-group>
<source><![CDATA[Multivariate Data Analysis]]></source>
<year>2014</year>
<edition>7a ed</edition>
<publisher-name><![CDATA[Pearson Prentice-Hall]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hair]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Hult]]></surname>
<given-names><![CDATA[G. T. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ringle]]></surname>
<given-names><![CDATA[C. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarstedt]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)]]></source>
<year>2022</year>
<publisher-name><![CDATA[SAGE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hancock]]></surname>
<given-names><![CDATA[G. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Klockars]]></surname>
<given-names><![CDATA[A. J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Effect of Scale Manipulations on Validity: Targeting Frequency Rating Scales for Anticipated Performance Levels]]></article-title>
<source><![CDATA[Applied Ergonomics]]></source>
<year>1991</year>
<volume>22</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>147-54</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hartley]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Some Thoughts on Likert-Type Scales]]></article-title>
<source><![CDATA[International Journal of Clinical and Health Psychology]]></source>
<year>2014</year>
<volume>14</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>83-6</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Heo]]></surname>
<given-names><![CDATA[C. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Park]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Back]]></surname>
<given-names><![CDATA[R. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Comparison of Best-Worst Scaling and Likert Scale Methods on Peer-to-Peer Accommodation Attributes]]></article-title>
<source><![CDATA[Journal of Business Research]]></source>
<year>2022</year>
<volume>148</volume>
<page-range>368-77</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Baptista]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Metodología de la investigación]]></source>
<year>2010</year>
<publisher-name><![CDATA[McGraw-Hill Interamericana]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hittner]]></surname>
<given-names><![CDATA[J. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Swickert]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Silver]]></surname>
<given-names><![CDATA[C. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Hevesi]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Kövi]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Examining the Cross-National Measurement Invariance of the Extended Satisfaction with Life Scale in the United States and Hungary]]></article-title>
<source><![CDATA[Applied Research in Quality of Life]]></source>
<year>2018</year>
<volume>13</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>527-44</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Horn]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Mcardle]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Practical and Theoretical Guide to Measurement Invariance in Aging Research]]></article-title>
<source><![CDATA[Experimental Aging Research]]></source>
<year>1992</year>
<volume>18</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>117-44</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hultell]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Gustavsson]]></surname>
<given-names><![CDATA[J. P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Psychometric Evaluation of the Satisfaction with Life Scale in a Swedish Nationwide Sample of University Students]]></article-title>
<source><![CDATA[Personality and Individual Differences]]></source>
<year>2008</year>
<volume>44</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>1070-9</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[E. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Cao]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Allen]]></surname>
<given-names><![CDATA[T. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Cooper]]></surname>
<given-names><![CDATA[C. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Lapierre]]></surname>
<given-names><![CDATA[L. M.]]></given-names>
</name>
<name>
<surname><![CDATA[O&#8217;Driscoll]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Sanchez]]></surname>
<given-names><![CDATA[J. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Spector]]></surname>
<given-names><![CDATA[P. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Poelmans]]></surname>
<given-names><![CDATA[S. A. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Abarca]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Alexandrova]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Antoniou]]></surname>
<given-names><![CDATA[A.-S.]]></given-names>
</name>
<name>
<surname><![CDATA[Beham]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Brough]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Carikci]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Ferreiro]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Fraile]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Geurts]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Woo]]></surname>
<given-names><![CDATA[J.-M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance of the Satisfaction With Life Scale Across 26 Countries]]></article-title>
<source><![CDATA[Journal of Cross-Cultural Psychology]]></source>
<year>2017</year>
<volume>48</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>560-76</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jovanovi&#263;]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Brdar]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Cross-National Measurement Invariance of the Satisfaction with Life Scale in A Sample of Undergraduate Students]]></article-title>
<source><![CDATA[Personality and Individual Differences]]></source>
<year>2018</year>
<volume>128</volume>
<page-range>7-9</page-range></nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jovanovi&#263;]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Rudnev]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Arslan]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Buzea]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Dimitrova]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Góngora]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Guse]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Ho]]></surname>
<given-names><![CDATA[R. T. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Iqbal]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Jámbori]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Jhang]]></surname>
<given-names><![CDATA[F.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kaniu&#353;onyt&#279;]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lim]]></surname>
<given-names><![CDATA[Y.-J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lodi]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Mannerström]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Marcionetti]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Neto]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Osin]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[&#381;ukauskien&#279;]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[he Satisfaction with Life Scale in Adolescent Samples: Measurement Invariance across 24 Countries and Regions, Age, and Gender]]></article-title>
<source><![CDATA[Applied Research in Quality of Life]]></source>
<year>2022</year>
<volume>17</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>2139-61</page-range></nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kerlinger]]></surname>
<given-names><![CDATA[F. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[H. B]]></given-names>
</name>
</person-group>
<source><![CDATA[Investigación del comportamiento]]></source>
<year>2002</year>
<publisher-name><![CDATA[McGraw-Hill Interamericana]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kline]]></surname>
<given-names><![CDATA[R. B]]></given-names>
</name>
</person-group>
<source><![CDATA[Principles and Practice of Structural Equation Modeling]]></source>
<year>2016</year>
<edition>4th ed</edition>
<publisher-name><![CDATA[The Guilford Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lazi&#263;]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Puri&#263;]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Challenges in Multi-Site Projects: Translation and Adaptation of Psychological Instruments]]></article-title>
<source><![CDATA[ABRIR Workshop Series &#8220;Increased Representation: A Vision for Inclusive Big-team Science]]></source>
<year>2022</year>
<publisher-name><![CDATA[Universidad de Sonora]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[LeBel]]></surname>
<given-names><![CDATA[E. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Berger]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Campbell]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Loving]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Falsifiability is not optional]]></article-title>
<source><![CDATA[Journal of Personality and Social Psychology]]></source>
<year>2017</year>
<volume>113</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>254-61</page-range></nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lewis]]></surname>
<given-names><![CDATA[J. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Erdinç]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[User Experience Rating Scales with 7,11, or 101 Points: Does It Matter?]]></article-title>
<source><![CDATA[Journal of Usability Studies]]></source>
<year>2017</year>
<volume>12</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>73-91</page-range></nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Q]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Novel Likert Scale Based on Fuzzy Sets Theory]]></article-title>
<source><![CDATA[Expert Systems with Applications]]></source>
<year>2013</year>
<volume>40</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>1609-18</page-range></nlm-citation>
</ref>
<ref id="B55">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Likert]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Technique for the Measurement of Attitudes]]></article-title>
<source><![CDATA[Archives of Psychology]]></source>
<year>1932</year>
<volume>22</volume>
<numero>140</numero>
<issue>140</issue>
<page-range>55</page-range></nlm-citation>
</ref>
<ref id="B56">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Martell Muñoz]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[García Cadena]]></surname>
<given-names><![CDATA[C. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Daniel-González]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez Miranda]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Mendoza Martínez]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estructura factorial de la escala de satisfacción con la vida y validez convergente con la escala de calidad de vida en preparatorianos mexicanos]]></article-title>
<source><![CDATA[Revista de Psicología y Ciencias del Comportamiento de la Unidad Académica de Ciencias Jurídicas y Sociales]]></source>
<year>2018</year>
<volume>9</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>30-45</page-range></nlm-citation>
</ref>
<ref id="B57">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mikulic]]></surname>
<given-names><![CDATA[I. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Crespi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Caballero]]></surname>
<given-names><![CDATA[R. Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Escala de satisfacción con la vida (SWLS): estudio de las propiedades psicométricas en adultos de Buenos Aires]]></article-title>
<source><![CDATA[Anuario de Investigaciones]]></source>
<year>2019</year>
<volume>51</volume>
<page-range>395-402</page-range></nlm-citation>
</ref>
<ref id="B58">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Norman]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Is Psychometrics Science?]]></article-title>
<source><![CDATA[Advances in Health Sciences Education]]></source>
<year>2016</year>
<volume>21</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>731-4</page-range></nlm-citation>
</ref>
<ref id="B59">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Oishi]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Concept of Life Satisfaction Across Cultures: An IRT Analysis]]></article-title>
<source><![CDATA[Journal of Research in Personality]]></source>
<year>2006</year>
<volume>40</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>411-23</page-range></nlm-citation>
</ref>
<ref id="B60">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Padrós]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Gutiérrez]]></surname>
<given-names><![CDATA[C. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Medina]]></surname>
<given-names><![CDATA[M. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Propiedades Psicométricas de la escala de satisfacción con la vida (SWLS) de Diener en población de Michoacán (México)]]></article-title>
<source><![CDATA[Avances en Psicología Latinoamericana]]></source>
<year>2015</year>
<volume>33</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>223-32</page-range></nlm-citation>
</ref>
<ref id="B61">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Park]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Peterson]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Ruch]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Orientations to Happiness and Life Satisfaction in Twenty-Seven Nations]]></article-title>
<source><![CDATA[The Journal of Positive Psychology]]></source>
<year>2009</year>
<volume>4</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>273-9</page-range></nlm-citation>
</ref>
<ref id="B62">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pavot]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Review of the Satisfaction With Life Scale]]></article-title>
<source><![CDATA[Psychological Assessment]]></source>
<year>1993</year>
<volume>5</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>164-72</page-range></nlm-citation>
</ref>
<ref id="B63">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pavot]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Satisfaction With Life Scale and the Emerging Construct of Life Satisfaction]]></article-title>
<source><![CDATA[The Journal of Positive Psychology]]></source>
<year>2008</year>
<volume>3</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>137-52</page-range></nlm-citation>
</ref>
<ref id="B64">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pavot]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Review of the Satisfaction With Life Scale]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Assessing Well-Being]]></source>
<year>2009</year>
<page-range>101-17</page-range><publisher-name><![CDATA[Springer Netherlands]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B65">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Preston]]></surname>
<given-names><![CDATA[C. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Colman]]></surname>
<given-names><![CDATA[A. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Number of Response Categories in Rating Scales: Reliability, Validity, Discriminating Power, and Respondent Preferences]]></article-title>
<source><![CDATA[Acta Psychologica]]></source>
<year>2000</year>
<volume>104</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-15</page-range></nlm-citation>
</ref>
<ref id="B66">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Putnick]]></surname>
<given-names><![CDATA[D. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Bornstein]]></surname>
<given-names><![CDATA[M. H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance Conventions and Reporting: The State of the Art and Future Directions for Psychological Research]]></article-title>
<source><![CDATA[Developmental Review]]></source>
<year>2016</year>
<volume>41</volume>
<page-range>71-90</page-range></nlm-citation>
</ref>
<ref id="B67">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ruiz]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Pardo]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[San Martín]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelo de ecuaciones estructurales]]></article-title>
<source><![CDATA[Papeles del Psicólogo]]></source>
<year>2010</year>
<volume>31</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>34-45</page-range></nlm-citation>
</ref>
<ref id="B68">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sancho]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Caycho-Rodríguez]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Ventura-León]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Tomás]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes-Bossio]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Does the Spanish Version of the SWLS Measure the Same in Spain and Peru?]]></article-title>
<source><![CDATA[Revista Española de Geriatría y Gerontología]]></source>
<year>2019</year>
<volume>54</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>329-33</page-range></nlm-citation>
</ref>
<ref id="B69">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sapsford]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Validity of Measurement. In The SAGE Dictionary of Social Research Methods]]></source>
<year>2006</year>
<page-range>314-5</page-range><publisher-name><![CDATA[SAGE Publications, Ltd]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B70">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schnettler]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Miranda-Zapata]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Lobos]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[del Carmen Lapo]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Adasme-Berríos]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Hueche]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Invariance in the Satisfaction with Life Scale in Chilean and Ecuadorian Older Adults]]></article-title>
<source><![CDATA[Personality and Individual Differences]]></source>
<year>2017</year>
<volume>110</volume>
<page-range>96-101</page-range></nlm-citation>
</ref>
<ref id="B71">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schnettler]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Miranda-Zapata]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Orellana]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Lobos]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Adasme-Berríos]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Sepúlveda]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hueche]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cross-Cultural Measurement Invariance in the Satisfaction with Life Scale in Chilean and Spanish University Students]]></article-title>
<source><![CDATA[Suma Psicológica]]></source>
<year>2021</year>
<volume>28</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B72">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Simms]]></surname>
<given-names><![CDATA[L. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Zelazny]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Williams]]></surname>
<given-names><![CDATA[T. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Bernstein]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Does the Number of Response Options Matter? Psychometric Perspectives Using Personality Questionnaire Data]]></article-title>
<source><![CDATA[Psychological Assessment]]></source>
<year>2019</year>
<volume>31</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>557-66</page-range></nlm-citation>
</ref>
<ref id="B73">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[D. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Ahmed]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Business Research Method and Project Work]]></source>
<year>2021</year>
<publisher-name><![CDATA[SBPD Publications]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B74">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Strauss]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Smith]]></surname>
<given-names><![CDATA[G. T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Construct Validity: Advances in Theory and Methodology]]></article-title>
<source><![CDATA[Annual Review of Clinical Psychology]]></source>
<year>2009</year>
<volume>5</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-25</page-range></nlm-citation>
</ref>
<ref id="B75">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Taherdoost]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[What Is the Best Response Scale for Survey and Questionnaire Design; Review of Different Lengths of Rating Scale / Attitude Scale / Likert Scale]]></article-title>
<source><![CDATA[International Journal of Academic Research in Management]]></source>
<year>2019</year>
<volume>8</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-10</page-range></nlm-citation>
</ref>
<ref id="B76">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tucker]]></surname>
<given-names><![CDATA[K. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Ozer]]></surname>
<given-names><![CDATA[D. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lyubomirsky]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Boehm]]></surname>
<given-names><![CDATA[J. K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Testing for Measurement Invariance in the Satisfaction with Life Scale: A Comparison of Russians and North Americans]]></article-title>
<source><![CDATA[Social Indicators Research]]></source>
<year>2006</year>
<volume>78</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>341-60</page-range></nlm-citation>
</ref>
<ref id="B77">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Valdés]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[F. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Torres]]></surname>
<given-names><![CDATA[G. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Urías]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Grijalva]]></surname>
<given-names><![CDATA[C. S]]></given-names>
</name>
</person-group>
<source><![CDATA[Medición en investigación educativa con apoyo del SPSS y el AMOS]]></source>
<year>2019</year>
<publisher-name><![CDATA[Clave Editorial]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B78">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Veenhoven]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Overall Satisfaction with Life: Subjective Approaches (1)]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Glatzer]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Camfield]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Møller]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Rojas]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Global Handbook of Quality of Life]]></source>
<year>2015</year>
<page-range>207-38</page-range><publisher-name><![CDATA[Springer Netherlands]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B79">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vittersø]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Biswas-Diener]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Diener]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Divergent Meanings of Life Satisfaction: Item Response Modeling of the Satisfaction with Life Scale in Greenland and Norway]]></article-title>
<source><![CDATA[Social Indicators Research]]></source>
<year>2005</year>
<volume>74</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>327-48</page-range></nlm-citation>
</ref>
<ref id="B80">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Whisman]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Judd]]></surname>
<given-names><![CDATA[C. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Cross-National Analysis of Measurement Invariance of the Satisfaction With Life Scale]]></article-title>
<source><![CDATA[Psychological Assessment]]></source>
<year>2016</year>
<volume>28</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>239-44</page-range></nlm-citation>
</ref>
<ref id="B81">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zeller]]></surname>
<given-names><![CDATA[R. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement Error, Issues and Solutions]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Kempf-Leonard]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Encyclopedia of Social Measurementn]]></source>
<year>2005</year>
<page-range>665-76</page-range><publisher-name><![CDATA[Elsevier]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
