Which of the following describes a quasi$-$experimental design?

a$)$ Participants are randomly assigned to groups

b$)$ There is no manipulation of the independent variable

c$)$ The researcher has no control over the assignment of participants to groups

d$)$ The experiment takes place in a natural setting