Related Experiment Video
Updated: Jan 23, 2026

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 24, 2010
Identifying Basic Classes of Sexual Orientation with Latent Profile Analysis: Developing the Multivariate Sexual
Nicole Legate1, Ronald D Rogge2
1Department of Psychology, Illinois Institute of Technology, 3424 S. State St., Chicago, IL, 60616, USA. nlegate@iit.edu.
This study identified four sexual orientation classes: heterosexual, homosexual, bisexual, and heteroflexible. A new classification system accurately identifies these groups, aiding research on sexual minorities.
Area of Science:
- Psychology
- Sociology
- Human Sexuality
Background:
- Research on sexual minorities is challenged by inconsistent definitions of sexual orientation groups.
- Integrating the dimensions of sexual identity, behavior, and attraction is complex, especially when identity and behavior diverge.
Purpose of the Study:
- To use a data-driven approach to identify a concise set of sexual orientation classes.
- To develop a reliable system for classifying sexual orientation based on multiple dimensions.
Main Methods:
- Latent profile analysis (LPA) was employed on a large, diverse sample (N=3182).
- Predictor variables included sexual identity, behavior, and attraction.
- The Multivariate Sexual Orientation Classification System was developed to replicate LPA findings.
Main Results:
- Four fundamental sexual orientation classes were identified: heterosexual, homosexual, bisexual, and heteroflexible.
- Heterosexual and homosexual individuals reported higher psychological functioning than bisexual and heteroflexible individuals.
- Bisexual and heteroflexible individuals exhibited higher risk behaviors and lower psychological functioning.
Conclusions:
- The identified classes provide a clearer framework for understanding sexual orientation.
- The Multivariate Sexual Orientation Classification System offers a validated, efficient tool for research applications.
- This classification approach has implications for research and understanding psychological functioning and risk behaviors across sexual orientations.
Related Concept Videos
Development of the Sexual Organs in the Embryo and Fetus
Near the gonadal ridges, two duct systems are present: the mesonephric ducts (Wolffian ducts) and paramesonephric ducts (Müllerian ducts). These ducts form the basis for the...
Sexually Transmitted Infections
Male Sexual Response: Erection & Ejaculation
The blood filling the erectile tissues compresses the veins, which helps to prevent blood from leaving...
Location and Orientation of the Heart
Methods of Documentation I: Source-Oriented Records
In an SOR, each discipline involved in patient care maintains a separate medical record section. This record-keeping method enables easy tracking of patient progress and ensures healthcare staff have access to up-to-date information.
Key Attributes include the following:
VSEPR Theory and the Basic Shapes

