Identify Which of These Types of Sampling Is Used: Random

question 21

Multiple Choice

Identify which of these types of sampling is used: random, stratified, systematic, cluster, convenience.
-49, 34, and 48 students are selected from the Sophomore, Junior, and Senior classes with 496, 348, and 481 students respectively.

• A) Random
• B) Systematic
• C) Convenience
• D) Stratified
• E) Cluster

---

Definitions:

LMX

Leader-Member Exchange theory, which focuses on the two-way (dyadic) relationship between leaders and followers, emphasizing the importance of this interaction in leadership success.

In-group

A social group to which a person psychologically identifies as being a member.

Vertical Dyads

A concept in leadership research that examines the relationship dynamics between leaders and individual subordinates, rather than viewing relationships across the entire group.

LMX

Leader-Member Exchange, a theory highlighting the dyadic relationship quality between leaders and followers.