{"id":10231,"date":"2023-07-08T06:21:59","date_gmt":"2023-07-08T06:21:59","guid":{"rendered":"https:\/\/researchwithfawad.com\/?page_id=10231"},"modified":"2023-07-08T06:29:52","modified_gmt":"2023-07-08T06:29:52","slug":"cb-sem-using-smartpls4","status":"publish","type":"page","link":"https:\/\/researchwithfawad.com\/index.php\/cb-sem-using-smartpls4\/","title":{"rendered":"CB-SEM using SmartPLS4"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10231\" class=\"elementor elementor-10231\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-62c00d63 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62c00d63\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-44b6de21\" data-id=\"44b6de21\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d35154a elementor-widget elementor-widget-heading\" data-id=\"4d35154a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">CB-SEM using SmartPLS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63f5b469 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63f5b469\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5fb78d04\" data-id=\"5fb78d04\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1eb0c923 elementor-widget elementor-widget-image\" data-id=\"1eb0c923\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/researchwithfawad.com\/wp-content\/uploads\/2023\/07\/CBSEM-using-SmartPLS4.png\" class=\"attachment-full size-full wp-image-10234\" alt=\"\" srcset=\"https:\/\/researchwithfawad.com\/wp-content\/uploads\/2023\/07\/CBSEM-using-SmartPLS4.png 1280w, https:\/\/researchwithfawad.com\/wp-content\/uploads\/2023\/07\/CBSEM-using-SmartPLS4-300x169.png 300w, https:\/\/researchwithfawad.com\/wp-content\/uploads\/2023\/07\/CBSEM-using-SmartPLS4-1024x576.png 1024w, https:\/\/researchwithfawad.com\/wp-content\/uploads\/2023\/07\/CBSEM-using-SmartPLS4-768x432.png 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-24792ad0\" data-id=\"24792ad0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c61118 elementor-widget elementor-widget-heading\" data-id=\"6c61118\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Learn to perform CB-SEM using SmartPLS4<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-370269ed elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"370269ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;black&#039; stroke=&#039;none&#039;%3E%3Cpolygon points=&#039;9.4,2 24,2 14.6,21.6 0,21.6&#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-770d4533 elementor-widget elementor-widget-text-editor\" data-id=\"770d4533\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The tutorial is a step by step guide on how to perform CB-SEM using SmartPLS4.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48bed145 elementor-widget elementor-widget-heading\" data-id=\"48bed145\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Do Like and Share the Video<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-123a4700 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"123a4700\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-463bddcc\" data-id=\"463bddcc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61a9bf86 elementor-widget elementor-widget-heading\" data-id=\"61a9bf86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Covariance Based Structural Equation Modelling (CB_SEM) using SmartPLS4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-2a4a5a8b\" data-id=\"2a4a5a8b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7cada185 elementor-widget elementor-widget-text-editor\" data-id=\"7cada185\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Covariance-based Structural Equation Modeling (CB-SEM)<\/strong> is a statistical technique used to test and confirm theoretical models. It is a more rigorous approach than Partial Least Squares (PLS)-SEM, which is typically used for prediction and theory development. CB-SEM is based on the assumption that the observed variables in a model are caused by latent variables, which are not directly observable.<\/p><p><strong>SmartPLS4<\/strong> is a software package that allows researchers to conduct CB-SEM analyses. The latest version of SmartPLS4, released in 2023, includes a number of new features for CB-SEM, including:<\/p><ul><li>The ability to import covariance matrices directly<\/li><li>The ability to conduct bootstrapping for model fit assessment<\/li><li>A number of new post-estimation options, such as the ability to calculate path coefficients and confidence intervals<\/li><\/ul><p><strong>The introduction of CB-SEM in SmartPLS4 makes it a more powerful and versatile tool for researchers who need to conduct rigorous tests of theoretical models.<\/strong> The new features in SmartPLS4 make it easier than ever to conduct CB-SEM analyses, and the software is now a more comprehensive solution for researchers who need to conduct both PLS-SEM and CB-SEM analyses.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-768e914 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"768e914\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-46c20af9\" data-id=\"46c20af9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d772f9b elementor-widget elementor-widget-shortcode\" data-id=\"d772f9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[yotuwp type=\"playlist\" id=\"PLb7vm6tsQ3KvLEJOoyx_YIS6JPi4bjJeB\" ]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66689cf0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66689cf0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-54ad8900\" data-id=\"54ad8900\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5791009c elementor-widget elementor-widget-heading\" data-id=\"5791009c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Additional Resources<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-6e2621c\" data-id=\"6e2621c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f40e4c7 elementor-widget elementor-widget-wp-widget-ccchildpages_widget\" data-id=\"f40e4c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wp-widget-ccchildpages_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul><li class=\"page_item page-item-6028 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/binary-logistic-regression-analysis-in-spss\/\" class=\"menu-link\">Binary Logistic Regression Analysis in SPSS<\/a><\/li>\n<li class=\"page_item page-item-3688 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/categorical-predictor-dummy-variables-in-regression-using-spss\/\" class=\"menu-link\">Categorical Predictor\/Dummy Variables in Regression using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3607 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/crosstabulation-and-chi-square-test-using-spss\/\" class=\"menu-link\">Crosstabulation and Chi-Square Test using SPSS<\/a><\/li>\n<li class=\"page_item page-item-6257 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/data-screening-and-handling-missing-data-using-spss\/\" class=\"menu-link\">Data Screening and Handling Missing Data using SPSS<\/a><\/li>\n<li class=\"page_item page-item-7418 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-check-linear-relationship-in-spss\/\" class=\"menu-link\">How to Check Linear Relationship in SPSS<\/a><\/li>\n<li class=\"page_item page-item-3767 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-perform-exploratory-factor-analysis-using-spss\/\" class=\"menu-link\">How to Perform Exploratory Factor Analysis using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3899 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-perform-one-way-anova\/\" class=\"menu-link\">How to Perform One Way ANOVA<\/a><\/li>\n<li class=\"page_item page-item-3573 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-run-interpret-and-report-descriptive-statistics-using-spss\/\" class=\"menu-link\">How to Run, Interpret, and Report Descriptive Statistics using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3556 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/identifying-and-correcting-data-entry-errors-in-spss\/\" class=\"menu-link\">Identifying and Correcting Data Entry Errors in SPSS<\/a><\/li>\n<li class=\"page_item page-item-6339 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/independent-samples-t-test-using-spss\/\" class=\"menu-link\">Independent Samples T-Test using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3938 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/mann-whitney-u-test-using-spss\/\" class=\"menu-link\">Mann Whitney U Test using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3634 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/partial-correlation-analysis-using-spss\/\" class=\"menu-link\">Partial Correlation Analysis using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3620 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/pearson-correlation-analysis-using-spss\/\" class=\"menu-link\">Pearson Correlation Analysis using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3653 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/concept-interpretation-reporting-regression-analysis-using-spss\/\" class=\"menu-link\">Regression Analysis using SPSS: Concept, Interpretation, Reporting<\/a><\/li>\n<li class=\"page_item page-item-3585 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/transform-continuous-variables-into-categorical-variables-in-spss\/\" class=\"menu-link\">Transform Continuous Variables into Categorical Variables using SPSS<\/a><\/li>\n<\/ul>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>CB-SEM using SmartPLS Learn to perform CB-SEM using SmartPLS4 The tutorial is a step by step guide on how to perform CB-SEM using SmartPLS4. Do Like and Share the Video Covariance Based Structural Equation Modelling (CB_SEM) using SmartPLS4 Covariance-based Structural Equation Modeling (CB-SEM) is a statistical technique used to test and confirm theoretical models. 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