SEM Model Development Services
SEM Model Development Services for Turning Research Concepts into Testable Models
Build an SEM model based on your research requirements, theoretical perspective, constructs, hypotheses, and measurement scales. IdeaLaunch is offering SEM Model Development Services using AMOS and SmartPLS for PhD Scholars, Research Scholars, Professors, Academicians, M. Phil., MS, Master’s Students, Research Engineers, and Industry Researchers.
If you have a conceptual framework that needs to be transformed into an SEM model or need assistance in creating a relationship between several constructs, then we can assist you in building a well-defined, research-oriented model.
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What Is SEM Model Development?
Development of an SEM Model refers to the procedure involved in changing a theoretical or conceptual framework into an actual model which can then be tested through the use of SEM.
The development process typically connects:
Research Objectives → Theoretical Framework → Constructs → Hypotheses → Relationships → SEM Model
A properly constructed model recognizes the constructs that are present in the study, the relationship between the constructs, the indicators that are present, and distinguishes between measurement and structural models.
Our concern here is to make sure that the model built is in sync with your research questions, hypotheses, theoretical base, and methodology.
Build Research-Ready SEM Models for Your Study
The SEM model should reflect the reasoning of your research rather than merely linking variables through diagrams. Our SEM Model Development Services will help you convert your research goals, theoretical reasoning, literature results, hypotheses, and measurement constructs into an SEM model.
Our modeling approaches are developed based on the demands of your methodology, ranging from conceptual models to measurement models, structural models, mediation models, moderation models, and complicated multi-construct models.
Our support is suitable for researchers developing models for:
- PhD theses and doctoral research
- Master’s dissertations
- Academic research projects
- Journal manuscripts
- Empirical research studies
- Industry research projects
SEM Model Development Tailored to Your Research Framework
Conceptual SEM Model Development
We build an appropriate conceptual SEM model based on the relations among constructs that you have identified in the research framework. The model takes into account your research objectives and theoretical background.
Construct & Variable Mapping
We assist in organizing relevant independent, dependent, mediator, moderator, and control variables in accordance with your research structure. If necessary, we map constructs and their dimensions into relevant measurement indicators.
Hypothesis-to-Path Mapping
Your hypotheses are then converted into respective relationships in the SEM model to ensure consistency between your hypotheses and the relationships represented in the SEM model.
Measurement Model Development
We construct the associations between latent variables and their indicators to create the measurement model for your SEM model. It will serve as the basis for further measurement evaluation.
Structural Model Development
We build links between your exogenous and endogenous constructs based on your theoretical framework and research hypotheses.
Mediation & Moderation Model Development
If the research involves mediation or moderation, the proper direct, indirect, and conditional relationships are determined according to the suggested research framework.
AMOS & SmartPLS Model Development
Our SEM model is done with the help of AMOS and SmartPLS, according to your research methodology, model characteristics, analytical objectives, and requirements of your study.
Types of SEM Models We Develop
Different research questions require various SEM structures. Based on your theory, we could assist in developing the following
The structure of the model is determined by the research rationale and theoretical connections, and not through the creation of more paths to add complexity to the model.
SEM Model Development Using AMOS & SmartPLS
| AMOS SEM Model Development | SmartPLS Model Development |
|---|---|
We have model development assistance that utilizes IBM SPSS AMOS, where covariance-based Structural Equation Modelling is needed. Depending on the study, an AMOS model may include:
The use of AMOS is especially important when you need to conduct confirmatory modeling using covariance-based SEM. | Moreover, we construct SEM models through SmartPLS for research that involves Partial Least Squares Structural Equation Modeling, when such a method is suitable. SmartPLS models may include:
Choosing whether to use AMOS or SmartPLS would depend on several factors, including your research objectives, theoretical purpose, model specification, data characteristics, and methodological requirements. |
Building Your SEM Model from Research Objectives & Hypotheses
The structure of the model is determined by the research rationale and theoretical connections, and not through the creation of more paths to add complexity to the model.
Research Problem → Research Objectives → Theoretical Framework → Construct Identification → Hypothesis Development → Measurement Indicators → Measurement Model → Structural Model → AMOS / SmartPLS Implementation
The structure of the model is determined by the research rationale and theoretical connections, and not through the creation of more paths to add complexity to the model.
How We Conduct SEM Model Development
STEP-01
Research Requirement Review
We will look into your research subject, objectives, research questions, theoretical framework, literature review, hypothesis and variables.
STEP-02
Construct & Indicator Mapping
Related constructs, dimensions, variables, and measures are listed in accordance with your research design.
STEP-03
Hypothesis & Relationship Mapping
Every hypothesis is associated with the corresponding relationship in the proposed SEM structure.
STEP-04
SEM Model Development
The measurements and structure will be developed based on your chosen methodology through AMOS or SmartPLS.
STEP-05
Model Structure Review
The consistency between the theoretical model, constructs, indicators, hypotheses, and structural relationships of the developed model is evaluated.
STEP-06
Research-Ready Delivery
The complete SEM model is presented as an organized framework for further analysis, thesis writing, dissertation studies, and journal research purposes.
Why Choose IdeaLaunch for SmartPLS Data Analysis?
Selecting the appropriate type of analytical help can simplify the process of presenting your research results. IdeaLaunch is committed to providing research-based rather than general statistical consulting services.
Research-Specific Approach
Our main goal is to develop a model based on your research problem, objectives, hypotheses, and theoretical framework instead of creating a general SEM diagram.
AMOS & SmartPLS Support
Get support for model development using either AMOS or SmartPLS depending on your research method.
Hypothesis-Aligned Models
We link proposed hypotheses to appropriate structure relationships in order to preserve consistency in your research framework and model.
Support for Complex Frameworks
Build models that involve several constructs, mediation, moderation, higher-order structures, and many more theoretically based relationships.
Academic Research Focus
We have designed our service based on the needs of PhD theses, dissertations, journal manuscripts, and research projects.
Analysis-Ready Structure
The constructed model offers a framework to begin the subsequent SEM testing, statistical analysis, and research reporting.
What You Receive
Depending on your research requirements, our SEM Model Development deliverables may include:
The specific deliverables depend on your research approach and project requirements.
Note: Development of the SEM model and analysis of SEM data are two different stages. The constructed model can be used as the foundation for further statistical analysis, if necessary.
Testimonials / Reviews
DATA ANALYSIS EXPERTS
Statistical Expertise That Strengthens Your Research
Frequently Asked Questions
SEM Model Development is the process of converting a theoretical or conceptual research framework into a structured model containing constructs, indicators, hypothesized relationships, and measurement and structural components.
Yes. We provide SEM model development support for PhD theses, dissertations, research papers, journal manuscripts, and academic research projects.
Yes. We can develop research-specific SEM models in AMOS, including measurement and structural model components according to your research methodology.
Yes. We provide SmartPLS model development for research using PLS-SEM where the approach is appropriate for the study.
Yes. Your research hypotheses can be reviewed and mapped into appropriate structural paths within the proposed SEM framework.
Yes. We can structure mediation and moderation relationships when they are supported by your research framework and theoretical rationale.
You can share your research topic, objectives, hypotheses, conceptual framework, literature review, questionnaire, measurement scales, variables, or existing SEM model.
Yes, SEM data analysis can be provided as a separate service when required. This may include measurement-model assessment, structural-model analysis, hypothesis testing, mediation, moderation, interpretation, and reporting.
Develop Your SEM Model With IdeaLaunch
The well-designed SEM model must be well integrated with your research question, theoretical framework, variables/hypotheses, and relationships.
Whether you require an AMOS SEM model, SmartPLS model, conceptual framework, measurement model, structural model, mediation model, moderation model, or a complex multi-construct SEM framework, IdeaLaunch offers research-oriented model development assistance, customized according to your academic needs.