FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2752568246> ?p ?o ?g. }

• W2752568246 abstract "Population heterogeneity in growth trajectories can be detected with growth mixture modeling. It is common that researchers compute composite scores of repeated measures and use them as multiple indicators of growth factors (baseline performance and growth) assuming measurement invariance between latent classes. Considering that the assumption of measurement invariance does not always hold, we investigate the impact of measurement noninvariance on class enumeration and parameter recovery in growth mixture modeling through a Monte Carlo simulation study (Study 1). In Study 2, we examine the class enumeration and parameter recovery of the second-order growth mixture modeling (SOGMM) that incorporates measurement models at the first order level. Thus, SOGMM estimates growth trajectory parameters with reliable sources of variance, that is, common factor variance of repeated measures and allows heterogeneity in measurement parameters between latent classes. The class enumeration rates are examined with information criteria such as AIC, BIC, sample-size adjusted BIC, and hierarchical BIC under various simulation conditions. The results of Study 1 showed that the parameter estimates of baseline performance and growth factor means were biased to the degree of measurement noninvariance even when the correct number of latent classes was extracted. In Study 2, the class enumeration accuracy of SOGMM depended on information criteria, class separation, and sample size. The estimates of baseline performance and growth factor mean differences between classes were generally unbiased but the size of measurement noninvariance was underestimated. Overall, SOGMM is advantageous in that it yields unbiased estimates of growth trajectory parameters and more accurate class enumeration compared to GMM by incorporating measurement models." @default.
• W2752568246 created "2017-09-15" @default.
• W2752568246 creator A5003642180 @default.
• W2752568246 creator A5042388176 @default.
• W2752568246 date "2017-09-05" @default.
• W2752568246 modified "2023-10-17" @default.
• W2752568246 title "Class Enumeration and Parameter Recovery of Growth Mixture Modeling and Second-Order Growth Mixture Modeling in the Presence of Measurement Noninvariance between Latent Classes" @default.
• W2752568246 cites W177281196 @default.
• W2752568246 cites W1963721335 @default.
• W2752568246 cites W1964072811 @default.
• W2752568246 cites W1979010136 @default.
• W2752568246 cites W1981903823 @default.
• W2752568246 cites W1985151092 @default.
• W2752568246 cites W1985321835 @default.
• W2752568246 cites W1987213342 @default.
• W2752568246 cites W1993145183 @default.
• W2752568246 cites W2001649512 @default.
• W2752568246 cites W2004658557 @default.
• W2752568246 cites W2017459775 @default.
• W2752568246 cites W2018516812 @default.
• W2752568246 cites W2022306341 @default.
• W2752568246 cites W2031447888 @default.
• W2752568246 cites W2031595395 @default.
• W2752568246 cites W2036119080 @default.
• W2752568246 cites W2041960457 @default.
• W2752568246 cites W2047094912 @default.
• W2752568246 cites W2047201701 @default.
• W2752568246 cites W2055682091 @default.
• W2752568246 cites W2059802685 @default.
• W2752568246 cites W2062278424 @default.
• W2752568246 cites W2071813414 @default.
• W2752568246 cites W2079817125 @default.
• W2752568246 cites W2080134433 @default.
• W2752568246 cites W2080725209 @default.
• W2752568246 cites W2080800567 @default.
• W2752568246 cites W2084223473 @default.
• W2752568246 cites W2088859381 @default.
• W2752568246 cites W2090330784 @default.
• W2752568246 cites W2095582669 @default.
• W2752568246 cites W2112317802 @default.
• W2752568246 cites W2121297553 @default.
• W2752568246 cites W2136802019 @default.
• W2752568246 cites W2141536144 @default.
• W2752568246 cites W2142635246 @default.
• W2752568246 cites W2143893437 @default.
• W2752568246 cites W2146075811 @default.
• W2752568246 cites W2146177007 @default.
• W2752568246 cites W2155377619 @default.
• W2752568246 cites W2168175751 @default.
• W2752568246 cites W2169564322 @default.
• W2752568246 cites W2313267717 @default.
• W2752568246 cites W2331818908 @default.
• W2752568246 cites W2342929951 @default.
• W2752568246 cites W2419311481 @default.
• W2752568246 cites W2419503114 @default.
• W2752568246 cites W2438979107 @default.
• W2752568246 cites W2469485503 @default.
• W2752568246 cites W2488678869 @default.
• W2752568246 cites W2502867774 @default.
• W2752568246 cites W2523080121 @default.
• W2752568246 cites W2530180483 @default.
• W2752568246 cites W2539310478 @default.
• W2752568246 cites W45547521 @default.
• W2752568246 doi "https://doi.org/10.3389/fpsyg.2017.01499" @default.
• W2752568246 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5591846" @default.
• W2752568246 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28928691" @default.
• W2752568246 hasPublicationYear "2017" @default.
• W2752568246 type Work @default.
• W2752568246 sameAs 2752568246 @default.
• W2752568246 citedByCount "10" @default.
• W2752568246 countsByYear W27525682462020 @default.
• W2752568246 countsByYear W27525682462021 @default.
• W2752568246 countsByYear W27525682462022 @default.
• W2752568246 countsByYear W27525682462023 @default.
• W2752568246 crossrefType "journal-article" @default.
• W2752568246 hasAuthorship W2752568246A5003642180 @default.
• W2752568246 hasAuthorship W2752568246A5042388176 @default.
• W2752568246 hasBestOaLocation W27525682461 @default.
• W2752568246 hasConcept C105795698 @default.
• W2752568246 hasConcept C114614502 @default.
• W2752568246 hasConcept C119043178 @default.
• W2752568246 hasConcept C121332964 @default.
• W2752568246 hasConcept C121955636 @default.
• W2752568246 hasConcept C129848803 @default.
• W2752568246 hasConcept C144133560 @default.
• W2752568246 hasConcept C149782125 @default.
• W2752568246 hasConcept C156340839 @default.
• W2752568246 hasConcept C1589151 @default.
• W2752568246 hasConcept C19499675 @default.
• W2752568246 hasConcept C196083921 @default.
• W2752568246 hasConcept C198531522 @default.
• W2752568246 hasConcept C2776709221 @default.
• W2752568246 hasConcept C2781162219 @default.
• W2752568246 hasConcept C33923547 @default.
• W2752568246 hasConcept C40722632 @default.
• W2752568246 hasConcept C61224824 @default.
• W2752568246 hasConcept C70727504 @default.
• W2752568246 hasConcept C71104824 @default.
• W2752568246 hasConcept C93959086 @default.
• W2752568246 hasConcept C97355855 @default.

• next