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2000115-Strengthening-Communities-with-Neighborhood-Data

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Using <strong>Data</strong> for City and Regional Strategies 273<br />

versity of Utah, for example, found that homeless students were<br />

2.5 times more likely to be chronically absent. Among these homeless<br />

students, some living conditions (like living in a shelter) were<br />

associated <strong>with</strong> even higher absenteeism than others (such as living<br />

<strong>with</strong> another family) (Spradlin 2012).<br />

• Aversion. Sometimes poor attendance occurs when students avoid<br />

going to school in response to, for example, bullying, an unhealthy<br />

school climate, punitive unfair disciplinary practices, or ineffective<br />

instruction. Analyzing chronic absence data by classroom can help<br />

to reveal if the problem is schoolwide or concentrated in particular<br />

classrooms. In some cases, the aversion isn’t just on the part of a<br />

student. Poor attendance could reflect the fact that parents had a<br />

negative experience <strong>with</strong> school and they have not been assured<br />

that their child’s experience will be different.<br />

What keeps a particular student or group of students from getting to<br />

school or preschool will vary significantly by student, school, and community.<br />

But keeping these three categories in mind can help identify the<br />

biggest challenges for the largest numbers of students so appropriate<br />

programmatic interventions can be put in place.<br />

A key role that community or neighborhood initiatives can play is<br />

helping schools and preschools to gather and analyze data so they have a<br />

deeper understanding of local attendance barriers. The size and scale of<br />

the chronic absenteeism problem can offer clues about the nature of the<br />

attendance challenges. Students and families <strong>with</strong> the most severe levels<br />

of absence often face multiple barriers to getting to class. If only a small<br />

number of students are chronically absent, then issues are more likely to<br />

be individual in nature. When chronic absence affects large numbers of<br />

students in a particular school or neighborhood, it is often an indication<br />

of more systemic challenges. Combining the data from schools <strong>with</strong> data<br />

from other sectors, such as health, housing, and transportation, can shed<br />

additional light on the root causes of the problem. Attendance Works<br />

(2010b) has developed guidance for drawing on a combination of qualitative<br />

and quantitative sources of information that can identify the factors<br />

that contribute to chronic absence in schools.<br />

Students and their families are especially critical sources of information<br />

about barriers. <strong>Communities</strong> can solicit their insights through a variety of<br />

techniques ranging from focus groups and surveys to looking for patterns<br />

in data collected from families by case managers. The Baltimore Education

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