psychometrics n. the branch of psychology concerned with the quantification and measurement of mental attributes, behavior, performance, and the like, as well as with the design, analysis, and improvement of the tests, question Within psychometrics, Tests are used to measure a wide variety of attributes and characteristics and among such tests one important classification is made between knowledgebased Tests —i.e., Tests of ability, aptitude, and achievement—and person-based Tests , i.e., Tests of personality, clinical symptoms, mood, and attitudes. Rust and Golombok 1999 ) A knowledge-based item is designed to find out whether a particular person knows a particular piece of information, and such tests measure ability, aptitude, attainment and achievement. The primary focus of these tests is to measure an individual's abilities, skills, and knowledge in a particular area. They are often used for selection and placement purposes, such as in education or employment contexts. Most educational and intelligence tests are of this type, as are some clinical assessment instruments Examples of knowledge-based tests are the Wechsler Intelligence Scale for Children (WISC-IV-UK) (Wechsler, Rust, & Golombok, 2004b), which measures ability, and the Rust Advanced Numerical Reasoning Appraisal (RANRA) (Rust 2002), which measures numerical ability. The Raven’s Progressive Matrices (Raven 2008) is often used to assess conceptual ability, having the advantage of being language-free. While, Knowledge-based tests generally assess maximum performance, on the other hand person-based tests assess typical performance. A person-based test is usually designed to measure typical performance, whether personality, clinical symp- toms, mood, interests or attitude. They assess an individual's characteristics, traits, and behaviors & These tests aim to measure the unique and relatively stable aspects of an individual's personality. Accordingly Person-based tests are used for a wide range of purposes, such as in clinical, counseling, and personnel selection settings. Examples of person-based tests are Orpheus (Rust 1996d), a general-purpose, work-based personality questionnaire; the Golombok Rust Inventory of Sexual Satisfaction (Rust & Golombok 1986a and b), which measures clinical symptoms; the Beck Depression Inventory (BDI) (Beck et al. 1961), which measures mood; and the Strong Interest Inventory (Harmon Hansen, Borgen & Hammer 1994). One major difference between these two types of test is that knowledge-based tests are necessarily hierarchical and cumulative. The development of human know- ledge moves in a particular direction from not knowing to knowing. Person-based tests carry no such implication. Different personalities and different attitudes are just differ- ent, and there is no intrinsic implication that to hold one attitude is necessarily better or worse, or more or less advanced, than the holding of another. A consequence of this difference is that the scoring of knowledge-based items tends to be unidimensional, the person either gets the right or the wrong answer. The scoring of person-based tests, however, can go in either direction. Thus, someone with a low score on an extraversion scale would have a high score if the scale was reversed and redefined as an introversion scale. It's important to note that both types of tests have their own strengths and limitations. Knowledge-based tests have the advantage of being highly objective and reliable, as they measure specific and verifiable knowledge and abilities. However, they may not accurately measure an individual's potential for learning and growth, and may not be the best predictors of job or educational performance. On the other hand, person-based tests tend to be less objective and reliable, but provide valuable insights into an individual's personality and behavior. In conclusion, knowledge-based tests and person-based tests are both important tools in the field of psychometrics. While they measure different aspects of an individual, they both provide valuable information for selection, placement, and personal development. To get the most comprehensive picture of an individual, it's often best to use a combination of both types of tests. Knowledge- based designed to find out whether a particular person knows a particular piece of information such tests measure ability, aptitude, attainment and achievement Person- based Subjective features of a person Knowledge-based tests generally assess maximum performance, what the respondent has learned in the past whereas person-based tests assess typical performance tests of ability assess their potential for learning or doing in the future. are necessarily hierarchical and cumulative. no such implication that to hold one attitude is necessarily better or worse, or more or less advanced, than the holding of another The scoring of person-based tests, can go in either direction. Scoring: of knowledge-based items tends to be unidimensional, the person either gets the right or the wrong answer. Examples: Wechsler Intelligence Scale for Children (measures ability), and the Rust Advanced Numerical Reasoning Appraisal (RANRA) personality, clinical symptoms, mood, interests or attitude. Orpheus (work-based personality questionnaire); the Golombok Rust Inventory of Sexual Satisfaction (measures clinical symptoms); the Beck Depression Inventory (BDI) (measures mood); and the Strong Interest Inventory