Single Observations: Data for the single observations produced
statistical significance
(p = .000037). This indicates that 10% of the variance
in the data was the result of the amount of focused professional development and follow-up
activities. Multiple observation data (controlled for observer, grant year, and
grade level) produced a statistical significant p=.003. For the multiple observation
participants, 11% of the variance in the data can be attributed to the number of
professional development hours and follow-up activities.
The 244 observed teachers
were divided into six different groups according to the number of professional development
hours as indicated in Table 3.
Number of Professional Development Hours | N |
No professional development | 35 |
3 to 29 hours | 72 |
30 to 59 hours | 73 |
60 to 89 hours | 25 |
90 to 119 hours | 16 |
More than 120 hours | 23 |
An ANCOVA was conducted with the weighted average as the dependent variable and the grouped hours of professional development as the independent variable controlling for observer, grant year, and grade level. Table 4 provides the mean and standard error for the grouped data. Statistical significance for between-subject effects was p = .000037.
Grouped Hours of Professional Development | Mean | Std. Error |
No professional development | 1.839 | .110 |
3 to 29 hours | 2.014 | .074 |
30 to 59 hours | 2.361 | .072 |
60 to 89 hours | 2.215 | .126 |
90 to 119 hours | 2.098 | .158 |
More than 120 hours | 2.089 | .136 |
The
computed value of R2 was .134 with an adjusted R2 of .104 which accounts for 10% of the
variance, i.e., the amount of professional development participated in accounts for 10% of
the variance in the data.
Multiple Observations: The 127 teachers with
multiple observations were divided into five different groups according to the number of
professional development hours as indicated in Table 5.
Number of Professional Development Hours | N |
0 to 29 hours | 45 |
30 to 59 hours | 38 |
60 to 89 hours | 12 |
90 to 119 hours | 11 |
More than 120 hours | 21 |
Controlling the multiple observations for observer, grant year, and grade level produced differences which were statistically significant p = .003. Means and standard errors for the grouped data are provided in Table 6.
Grouped Hours of Professional Development | Mean | Std. Error |
0 to 29 hours | 2.083 | .098 |
30 to 59 hours | 2.460 | .106 |
60 to 89 hours | 2.118 | .189 |
90 to 119 hours | 1.913 | .198 |
More than 120 hours |
2.053 | .147 |
The computed value of R2 was .163 with an adjusted R2 of
.114 which accounts for 11% of the variance, i.e., the amount of professional development
participated in accounts for 11% of the variance in the data.
Although results varied
by district and campus level, AIMS districts surpassed regional comparison districts each
year. For elementary schools, the difference was significant at p < .05 in 2004
and at p < .01 for 2005-2007 (Table 7). For middle schools and high schools, the
difference was significant at p < .01 for all years (Tables 8 and 9). Thus,
results from this evaluation study support the Holler, Callender, & Skinner (2007)
claim that content-based professional development increases student achievement.
| 2004 | 2005 | 2006 | 2007 | ||||
| Mean* |
SD | Mean** | SD |
Mean** | SD | Mean** |
SD |
AIMS Schools | 2235.93 | 60.82 | 2238.80 | 70.86 | 2248.47 | 63.77 | 2262.93 | 68.01 |
Region 2 Comparison | 2211.43 | 60.61 | 2216.17 | 60.95 | 2228.07 | 50.38 | 2250.40 | 56.73 |
| 2004 | 2005 | 2006 | 2007 | ||||
| Mean** | S.D. |
Mean** | S.D. | Mean** |
S.D. | Mean** | S.D. |
AIMS Schools | 2178.58 | 63.50 | 2175.42 | 80.61 | 2237.50 | 54.76 | 2214.58 | 56.49 |
Region 2 Comparison | 2115.21 | 40.97 | 2141.89 | 49.04 | 2211.74 | 49.08 | 2200.11 | 53.66 |
| 2004 | 2005 | 2006 | 2007 | ||||
| Mean** | SD |
Mean** | SD | Mean** |
SD | Mean** | SD |
AIMS Schools | 2133.30 | 59.90 | 2172.40 | 65.40 | 2166.40 | 60.35 | 2176.36 | 59.99 |
Region 2 Comparison | 2106.14 | 45.30 | 2127.02 | 45.55 | 2149.14 | 45.28 | 2157.88 | 48.23 |