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Formative evaluation is designed to collect information that can be used to improve a program while it is still ongoing. Descriptive data on client characteristics and needs are crucial for making adjustments in recruitment and group structure, and ensuring the group is meeting the needs of its target population. Summative evaluation, in contrast, would use outcome data (such as recidivism or graduation rates) after the program has been implemented.

The pretest in a pretest-posttest control group design is both its main strength and weakness. The pretest allows for the measurement of change and comparison between groups, but it can also sensitize participants to the intervention, possibly affecting the outcomes (pretest reactivity). “While the pretest allows for baseline measurement, it may also influence participants’ responses on the posttest, posing a threat to internal validity.”

Manipulation of the independent variable is what distinguishes experimental research from non-experimental and quasi-experimental designs. In true experimental research, the researcher deliberately manipulates the independent variable to observe its effect on the dependent variable, allowing for the determination of cause-and-effect relationships.

Low-context communication cultures (such as mainstream U.S. culture) prioritize direct, explicit verbal communication and value individualism. Clients from such cultures are likely to have a more individualized focus, expressing their needs and concerns directly rather than relying on context or nonverbal cues.

Test-retest reliabilityrefers to the consistency of a test over time; when a test is administered to the same person on two different occasions and yields similar results, it demonstrates high test-retest reliability. This indicates stability of measurement across time.

Reading level is often the most common limiting factor in the appropriateness of a test. Even a test that is valid and reliable may not be appropriate if the test-taker cannot read or comprehend the questions due to an advanced or inappropriate reading level. Appropriateness ensures that test content is accessible and understandable to the intended test population. “A test’s appropriateness is frequently compromised by the reading level required, which can limit accurate assessment for some examinees.”

The deficiency model proposes that cultural or ethnic differences are the result of social and economic deprivation or lack of opportunity, rather than inherent characteristics. This perspective views disparities as stemming from systemic inequality. “The deficiency model attributes group differences to environmental deprivation, particularly lack of access to social and economic resources.”

Reliability in testing refers to theconsistency or stability of scores obtained by the same individuals when re-examined with the same test on different occasions, with equivalent forms of the test, or across different raters or scorers. In other words, a reliable test yields the same or very similar results under consistent conditions. Reliability does not address whether a test measures what it is supposed to measure (that is validity), but rather, it is about the dependability or repeatability of measurement.

Social age refers to the social roles and expectations assigned to individuals based on their age. For example, society expects certain behaviors or achievements at certain ages, such as starting school, marrying, or retiring. It is one of several ways of conceptualizing age, alongside chronological, biological, and psychological age.

Super's life rainbow is a model illustrating the multiple life roles individuals occupy (such as student, worker, citizen, parent) and how these roles are integrated and interact throughout the lifespan. The primary focus is on the interconnectedness of various life roles and their impact on career development.