AI in Special Education
Discover how Mesquite ISD uses AI to enhance IEP quality, reduce documentation time, and provide personalized student support in special education.
Gather feedback to engage families in their school communities and better support students using the Panorama Family-School Relationships Survey, a research-backed survey instrument.
Research shows that when schools successfully engage families, students earn higher grades, score higher on tests, develop better social skills, and are more likely to graduate. The Family-School Relationships Survey supports that engagement by helping districts gather timely feedback, including how families want to receive information, their comfort with AI tools, and their understanding of the school’s approach to attendance.
Schools can use the Family-School Relationships Survey to gather feedback while effectively engaging parents and guardians. By doing so, schools help develop parents’ capacity to contribute to their children’s learning—an important factor in promoting positive student outcomes.
Designed as a series of scales—groups of questions that capture different aspects of the same underlying theme—the Family-School Relationships Survey provides educators flexibility in measuring an array of aspects of parent attitudes.
The survey is designed for use by principals, district staff, school boards, state departments of education, or parent/teacher organizations. The survey can be administered to any K-12 school community (public, private, independent, charter, urban, or rural) and has already been used by thousands of schools nationwide.
It is available in 10 additional languages, including Spanish, Portuguese, Mandarin, and more. For schools and districts interested in advanced survey software and programs, learn more about Panorama Surveys and Engagement.
Sample question: To what extent do you think that children enjoy going to your child’s school?
Sample question: How important is it for your child to have good school attendance this year?
Sample question: Overall, how much of a distraction are cell phones in your child’s classes?
Sample question: How important is it for staff at your child's school to have professional development on AI?
Sample question: How often do you receive information from your child’s school?
Sample question: At your child’s school, how respectful are the staff towards you?
“What we realized in talking to families is that we completely missed the mark in terms of childcare...We've partnered with the Recreation Department and some community organizations around summer programming that engage kids for a full day—actually even a longer time than they would if they were in school.”
John Muldoon
Assistant Superintendent, Maple Run Unified School District (VT)
“We took advantage of gathering data from a more qualitative perspective, using open-ended questions from Panorama surveys. The responses helped us to pinpoint some specifics that we weren’t showcasing through our accountability system, and we wanted a way to provide our stakeholders with a more holistic picture of who we are as a district."
Dr. Angie Brooks Applegate
Assistant Superintendent of Curriculum and Instruction, Coppell Independent School District (TX)
"At Stough, they've been learning from more families and how to best build family-school partnerships. The principal saw, in Panorama, that families could be better reached, and is now taking action on that data."
Kelly Harvell
Family Engagement Coordinator, Wake County Public School System (NC)
Dr. Hunter Gehlbach, Professor and Vice Dean at the Johns Hopkins School of Education and Senior Research Advisor at Panorama Education, led the development of the Family-School Relationships Survey in collaboration with Co-Principal Investigators Dr. Karen Mapp and Dr. Richard Weissbourd, both from Harvard Graduate School of Education. Additional research-backed survey topics were developed by Dr. David Kowalski.
Choose from 800+ research-backed questions or build your own surveys.
Quickly identify trends, opportunities, and areas for growth with AI-powered insights and national benchmarks.
Compare results across schools and student groups to identify priority areas.
Survey data shows you what’s happening, why it’s happening, and what to do next. With that context, your teams can take targeted action, from improving school climate to addressing root causes of absenteeism and disengagement—consistently, across every school in your district.
Download the Family-School Relationship Survey today, or schedule time to learn how Panorama helps you collect and act on family voice data.
Yes. The Panorama Family-School Relationships Survey was developed under the leadership of Dr. Hunter Gehlbach, Professor and Vice Dean at the Johns Hopkins School of Education and Senior Research Advisor at Panorama Education, in collaboration with Co-Principal Investigators Dr. Karen Mapp and Dr. Richard Weissbourd from Harvard Graduate School of Education and Dr. David Kowalski, Senior Research Scientist at Panorama Education. The instrument uses advanced psychometric methodology to ensure the questions are free from bias and accurately measure complex drivers of family engagement and school climate.
Panorama’s Family-School Relationships Survey is available in 10 additional languages:
Spanish
Mandarin
Cantonese
Korean
Vietnamese
Arabic
Haitian Creole
Somali
Swahili
Portuguese
That way, non-English-speaking families can complete the survey in their native language and provide their feedback freely.
The Family-School Relationship Survey covers a variety of topics, including:
School climate
School attendance
Cell phones impact
AI priorities: foundations
School-family communication
Staff-family relationships
Implementing parent surveys with Panorama Surveys and Engagement helps districts overcome historically low parent response rates due to the platform’s mobile-friendliness, allowing families to access it from any device. Panorama Surveys and Engagement also supports 30+ languages, screen-reader compatibility, and a read-aloud option, ensuring an accessible survey-taking experience. Additionally, districts can customize their surveys to focus only on the necessary data, making surveys shorter and easier for families to complete.