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. 2012 Winter;11(4):386–391. doi: 10.1187/cbe.12-02-0019

Table 1.

Partial summary of HLM for 12 life sciences coursesa

Physiology Biochemistry Molecular biology Organic chemistry Genetics
431 432 401 461 462 201 301 251 252 351 352 341
R2 0.390 0.628 0.316 0.465 0.600 0.429 0.412 0.368 0.516 0.250 0.522 0.381
N (approximate class size) 5728 (350–500) 5185 (300–500) 4161 (150) 6381 (350) 5768 (350) 1466 (300) 4890 (200) 13,494 (350) 11,313 (350) 2068 (200) 2083 (175) 7337 (250)
β values for:
Entering GPA 0.565 0.315 0.568 0.662 0.336 0.636 0.623 0.538 0.381 0.428 0.387 0.580
 First series of course N/A 0.528 N/A N/A 0.491 N/A N/A N/A 0.389 N/A 0.392 N/A
Female −0.133 −0.032 −0.053 −0.067 INSIG INSIG −0.074 −0.092 −0.026 −0.061 INSIG −0.021
Major 0.114 0.036 N/A 0.072 0.027 N/A 0.085 N/A N/A N/A N/A N/A
Unstandardized coefficient for:
Female −0.303 −0.072 −0.117 −0.135 INSIG INSIG −0.165 −0.224 −0.067 −0.139 INSIG −0.044
Major 0.289 0.088 N/A 0.397 0.130 N/A 0.293 N/A N/A N/A N/A N/A

aAdjusted R2 represents the decimal percent of variance explained. Major represents those students who are majoring in that subject (e.g., biochemistry majors for BC 461 or physiology majors for PHY 431). Both Gender and Major are dummy variables, so the unstandardized coefficient represents the difference between being in the category or not. N/A = Not applicable. INSIG = Not significant.