demographic study update for the katonah-lewisboro union free school district
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Demographic Study Update for the
Katonah-LewisboroUnion Free
School District
Prepared by
Statistical Forecasting LLC
November 21, 2013
Statistical Forecasting LLC
Provide demographic services for school districts in the New York-New Jersey metropolitan area.
Performed demographic studies for approximately 100 school districts in NY & NJ.
Demographic consultant for the NYC Public Schools since 2006.
Richard S. Grip Ed.D. Executive Director Doctorate from Rutgers University
Graduate School of Education in Educational Statistics and Measurement.
Numerous publications on school demography and presentations nationally.
Testified as an expert witness on school demography in several court cases.
Purpose of the Study
Project grade-by-grade enrollments for 2014-15 through 2023-24 using district historical enrollments, birth data, home sales, community age structure, and new housing starts.
Update to previous study completed in September 2012.
Results from 2012 Report
Year Actual Enrollment
Projected Enrollment (CSR 5-Yr)
% Error CSR (5-Yr)
Projected Enrollment (CSR 6-Yr)
% Error CSR (6-Yr)
2012-13 3,484 3,466 -0.5% 3,464 -0.6%
2013-14 3,374 3,366 -0.2% 3,360 -0.4%
Katonah-Lewisboro School District Sending AreaDemographic Characteristics
91.4% White, 3.5% Asian, 3.9% Hispanic Public school children per household, ages 5-17 =
0.620 Bachelor’s Degree or Higher = 69.3% Median family income = $180,159 6,796 housing units, of which 91.9% are occupied. Median value of owner-occupied unit = $715,400. Nearly 92% of homes are 1-unit (attached or
detached)
District Overview Six schools in the district in a K-5 (4), 6-
8 (1), 9-12 (1) configuration. District’s September 2013 enrollment
was 3,374, which is a loss of 741 students since peak enrollment in 2005-06.
Cohort-Survival Ratio method (CSR) was used to project enrollment five years into the future.
School Locations
Cohort Survival Ratio Method Ratios are calculated for each grade
progression. (Ex. 100 1st graders in 2012-13 become 95 2nd graders in 2013-14 = 0.95)
Survival ratios were computed for the last 20 historical years. Five-year and six-year averages were computed in this analysis and used to project future enrollments.
Historical Enrollment 1994-95 to 2013-14
3,3043,449
3,6563,787
3,9103,987
4,1123,9493,880 3,868
4,1154,1114,048
3,141
4,109 4,041
3,3743,484
3,580
3,773
0
500
1,000
1,500
2,000
2,500
3,000
3,500
4,000
4,500
Year
Nu
mb
er
of
Stu
den
ts
Enrollment Change by Year
163
207
131 123
7761 64
6
-95 -96-110
-193
-69-92
-74
-12-2-1
145
-250
-200
-150
-100
-50
0
50
100
150
200
250
1995-96
1996-97
1997-98
1998-99
1999-00
2000-01
2001-02
2002-03
2003-04
2004-05
2005-06
2006-07
2007-08
2008-09
2009-10
2010-11
2011-12
2012-13
2013-14
Year
Nu
mb
er
of
Stu
de
nts
Historical Enrollment by Level
1,3861,437
1,497
1,6281,6631,6841,7091,7491,800
1,8311,9031,928
1,9702,004
2,0142,0161,931
1,8251,745
1,648
1,042
1,0311,000 1,005 1,006 999
929 937 930879 871 858
812737
983
721 744791
833903
1,0361,000
1,1761,1891,212
1,2661,2751,2591,3111,2931,309
1,2731,208
1,153
934 938 993880
822772
0
500
1,000
1,500
2,000
Year
Nu
mb
er
of
Stu
de
nts
Gr. K-5 Gr. 6-8 Gr. 9-12
First Grade Replacement Negative first grade replacement has
occurred since 2006-07. Number of graduating 12th grade students is
greater than the number of first grade students replacing them in the next year.
The district lost 78 students in 2013-14 due to this phenomenon, as 288 twelfth graders graduated in 2012-13 and were replaced by 210 first grade students.
Historical First Grade Replacement
143
102
150
7789
112
60
3
27
-58
-83-97
-78
-13 -28-16
179
-126
134
-150
-100
-50
0
50
100
150
200
1995-96
1996-97
1997-98
1998-99
1999-00
2000-01
2001-02
2002-03
2003-04
2004-05
2005-06
2006-07
2007-08
2008-09
2009-10
2010-11
2011-12
2012-13
2013-14
Year
Nu
mb
er o
f S
tud
ents
Enrollment Change vs. First Grade Replacement
163145
207
131
61 64
-1 -2 6
-92-69
-95
-193
-110
179
143
102
150
89112
60
327
-28
-126
-97-78-74
123
77
-96
-12-13
-58
-83
77
-16
134
-250
-200
-150
-100
-50
0
50
100
150
200
250
1995-96
1996-97
1997-98
1998-99
1999-00
2000-01
2001-02
2002-03
2003-04
2004-05
2005-06
2006-07
2007-08
2008-09
2009-10
2010-11
2011-12
2012-13
2013-14
Year
Nu
mb
er o
f S
tud
ents
Enrollment Change First Grade Replacement
Birth Rates and Birth-to- Kindergarten Survival Ratios
Birth Year Total Number
of Births in Attendance Area
Number of Kindergarten Students Five Years Later
Birth-to- Kindergarten Survival Ratio
2002 219 251 1.146 2003 218 260 1.193 2004 192 262 1.365 2005 176 215 1.222 2006 138 190 1.377 2007 165 189 1.158 2008 152 174 1.145 2009 117 N/A N/A 2010 138 N/A N/A 2011 114 N/A N/A
Births from 2002-2011
114
138
117
152165
138
176
192
218219
0
50
100
150
200
250
2002 2003 2004 2005 2006 2007 2008 2009 2010 2011
Year
Nu
mb
er
of
Bir
ths
Age Pyramid – Katonah-Lewisboro Sending Area in 1990
7.0% 5.0% 3.0% 1.0% 1.0% 3.0% 5.0% 7.0%
Under 5
10-14
20-24
30-34
40-44
50-54
60-64
70-74
80-84
Ag
e C
las
se
s
Percent
FemalesMales
Age Pyramid – Katonah-Lewisboro Sending Area in 2000
7.0% 5.0% 3.0% 1.0% 1.0% 3.0% 5.0% 7.0%
Under 5
10-14
20-24
30-34
40-44
50-54
60-64
70-74
80-84
Ag
e C
las
se
s
Percent
Females
Males
Age Pyramid – Katonah-Lewisboro Sending Area (2007-2011 ACS Data)
7.0% 5.0% 3.0% 1.0% 1.0% 3.0% 5.0% 7.0%
Under 5
10-14
20-24
30-34
40-44
50-54
60-64
70-74
80-84
Ag
e C
las
se
s
Percent
Females
Males
Age Pyramid – Westchester County2012
7.0% 5.0% 3.0% 1.0% 1.0% 3.0% 5.0% 7.0%
Under 5
10-14
20-24
30-34
40-44
50-54
60-64
70-74
80-84
Ag
e C
las
se
s
Percent
Females
Males
Housing Growth
Potential for 21 SF homes (Bailey Hall) in Katonah. 18 public school children are projected from the
development. 14 building permits were issued from 2008-2013 in
Bedford in the area served by the district. Potential for 100 homes (46 are multi-family units) in
Lewisboro. 61 public school children are projected from the
developments in Lewisboro. 20 COs were issued from 2008-2013 in Lewisboro. No potential developments in North Salem or Pound
Ridge in areas served by the district.
Home Sales
267275
219
168
27
197
152
131
167
250
299318
297283
26
181
141155
242 240257
229
272260
187
219
147
115
11611131620
313239464640
2741
0
50
100
150
200
250
300
350
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
Year
Nu
mb
er
of
Stu
de
nts
Total Single-Family Condos
Vacant Housing
If occupancy increases to 2000 levels (94.5%), 179 more units would be occupied.
Using student yield of 0.620, this would result in additional 111 schoolchildren.
Increase of 8.5 children per grade in district. Increase of 2.1 children per grade per
elementary building in district.
K-12 Enrollment Projections 2014-15 to 2023-24
2,1722,234
2,3402,4462,527
3,1893,050
2,9122,783
2,635
2,920
2,1812,245
2,3542,463
2,542
2,794
3,0563,192
2,650
0
500
1,000
1,500
2,000
2,500
3,000
3,500
2014-15
2015-16
2016-17
2017-18
2018-19
2019-20
2020-21
2021-22
2022-23
2023-24
Year
Nu
mb
er
of
Stu
de
nts
CSR 5-Yr. CSR 6-Yr.
Projected First Grade Replacement
-86 -90-89-94
-50
-92-91
-64
-126-120
-143-137
-54
-97-95
-67
-129-124
-144-137
-170
-150
-130
-110
-90
-70
-50
-30
-10 2014-15 2015-16 2016-17 2017-18 2018-19 2019-20 2020-21 2021-22 2022-23 2023-24
Year
Nu
mb
er
of
Stu
de
nts
CSR 5-yr. CSR 6-yr.
Enrollment Projections by Grade Configuration
Grade Level
Projected Enrollment in 2018-19
Five-Year Change
Projected Enrollment in 2023-24
Ten-Year Change
K-5 1,004-1,009
377-382 (Loss)
983-986 400-403 (Loss)
6-8 616-623 189-196 (Loss)
486-487 325-326 (Loss)
9-12 1,010-1,023
153-166 (Loss)
699-712 464-477 (Loss)
Elementary School Projections
School 2013-14 2018-19 5-Year
Change 2023-24
10-Year Change
Increase Miller 356 276 -80 267 -89
Katonah 372 263 -109 261 -111
Lewisboro 350 278 -72 274 -76
Meadow Pond 308 186 -122 187 -121
Full-Day Kindergarten
Projections were also computed for the 10-year period assuming full-day kindergarten.
Little difference between projections with half-day kindergarten and full-day.
With full-day kindergarten, additional 17-29 children district-wide by 2018-19 and 27-44 by 2023-24.
Summary
Enrollment is projected to be 2,635-2,650 students in the 2018-19 school year, a loss of 724-739 students from the 2013-14 enrollment of 3,374 students.
At the end of 10 years, enrollment is projected to be 2,172-2,181 which would be a loss of 1,193-1,202 students
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