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The Starlings Institute — Advancing Human-Centered Systems

Research · Measurement · Policy · Practice

Defining how systems produce outcomes

The Starlings Institute advances Human-Centered Systems Design through research, measurement, and its Human Systems Architecture methodology.

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Published scholarship

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The Starlings Journal of Human Systems Architecture

Federal Prerelease Placement

Earned time, community access and equitable administration

Volume 2, Issue 1
Published · Revised
Kevin A. Starlings, Founding Editor-in-Chief

In this issue

  1. From Eligibility to Community Placement · pp. 9–14
  2. When Earned Credits Do Not Become Placement · pp. 15–20
  3. Consistent Rules Equitable Access · pp. 21–26
  4. Measuring Prerelease Placement Fairness · pp. 27–33

This issue presents institutional research and policy analysis. Its publication information reports no external peer review.

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Recommended issue citation

The Starlings Institute. (2026). Federal prerelease placement: Earned time, community access and equitable administration. The Starlings Journal of Human Systems Architecture, 2(1). Revised October 18, 2026.

The Starlings Journal of Human Systems Architecture

Journal archive

Volume 2 · Issue 1 · 2026

Federal Prerelease Placement

Four articles on earned time, placement decisions, and access to community placement.

View the Volume 2 table of contents

Research library

Publications

The Architecture of Human Stability

Institute report · Human-Centered Systems Design

From Educational Architecture to Human-Centered Systems

Kevin A. Starlings · The Starlings Institute · 2026

The Institute’s foundational report connects Educational Architecture and Human Systems Architecture and examines how institutional design and human conditions shape stability.

Download the report (PDF, 9 pages)

Human Conditions Theory of Learning

Journal article · Volume 1, Issue 1 · Educational Architecture

How Human Conditions Shape Learning Stability

Kevin A. Starlings

Examines how physical, emotional, environmental, relational, and cognitive conditions shape learning stability.

External peer review unverified

Citation
Starlings, K. A. (2026). Human Conditions Theory of Learning: How Human Conditions Shape Learning Stability. The Starlings Journal of Human Systems Architecture, 1(1).

Read in the journal

Beyond Suspension

Journal article · Volume 1, Issue 1 · Education policy

A Human Conditions Framework for Restorative Accountability and Behavioral Stability

Kevin A. Starlings

Applies a human conditions framework to school discipline, restorative accountability, and student reintegration.

External peer review unverified

Citation
Starlings, K. A. (2026). Beyond Suspension: A Human Conditions Framework for Restorative Accountability and Behavioral Stability. The Starlings Journal of Human Systems Architecture, 1(1).

Read in the journal

Youth System Stability Architecture

Journal article · Volume 1, Issue 1 · Youth and public safety

A Systems Theory of Youth Stability, Fragmentation, and Coherence

Kevin A. Starlings

Examines how youth-serving institutions work together and how fragmentation affects young people.

External peer review unverified

Citation
Starlings, K. A. (2026). Youth System Stability Architecture: A Systems Theory of Youth Stability, Fragmentation, and Coherence. The Starlings Journal of Human Systems Architecture, 1(1).

Read in the journal

Violence System Stability Architecture

Journal article · Volume 1, Issue 1 · Youth and public safety

A Systems Theory of Violence, Fragmentation, and Public Safety Stability

Kevin A. Starlings

Presents a systems framework for examining violence prevention, fragmentation, and public safety stability.

External peer review unverified

Citation
Starlings, K. A. (2026). Violence System Stability Architecture: A Systems Theory of Violence, Fragmentation, and Public Safety Stability. The Starlings Journal of Human Systems Architecture, 1(1).

Read in the journal

Educational Architecture: A Systems Design Framework for Learning Stability

Working paper · SSRN · Educational Architecture

Kevin A. Starlings

Introduces a layered model of learning stability and proposes ways to assess human conditions and system coherence.

External peer review unverified

Citation
Starlings, K. A. (2026). Educational Architecture: A Systems Design Framework for Learning Stability. SSRN. https://doi.org/10.2139/ssrn.6655678

View on SSRN

Stabilizing the Conditions of Transition: A Field-Based Systems Analysis of Workforce Readiness and Structural Alignment

Working paper · SSRN · Disability and workforce transition

Kevin A. Starlings

Examines how workplace placement, vocational instruction, and coordinated supports interact in a field-based transition setting.

External peer review unverified

Citation
Starlings, K. A. (2026). Stabilizing the Conditions of Transition: A Field-Based Systems Analysis of Workforce Readiness and Structural Alignment. SSRN. https://doi.org/10.2139/ssrn.6753780

View on SSRN

The Cliff After Graduation: Transition Failure in Special Education — A Conceptual Policy Analysis of Postsecondary Outcomes for Students with Disabilities

Working paper · SSRN · Disability and workforce transition

Kevin A. Starlings

Analyzes structural barriers to postsecondary preparation and access for students with disabilities.

External peer review unverified

Citation
Starlings, K. A. (2026). The Cliff After Graduation: Transition Failure in Special Education — A Conceptual Policy Analysis of Postsecondary Outcomes for Students with Disabilities. SSRN. https://doi.org/10.2139/ssrn.6754718

View on SSRN

Crisis Without a Hurricane: Accountability, Disability, and Crisis-Driven Education Reform in Virginia

Preprint · SSRN · Education policy

Kevin A. Starlings

Examines how crisis-oriented accountability and restructuring affect stability in Virginia schools, with attention to students with disabilities.

External peer review unverified

Citation
Starlings, K. A. (2026). Crisis Without a Hurricane: Accountability, Disability, and Crisis-Driven Education Reform in Virginia. SSRN. https://doi.org/10.2139/ssrn.6659963

View on SSRN

The Humanization of Teaching: Teacher Capacity as a System Condition

Preprint · SSRN · Educational Architecture

Kevin A. Starlings

Examines how system conditions influence teacher capacity and considers implications for teacher preparation.

External peer review unverified

Citation
Starlings, K. A. (2026). The Humanization of Teaching: Teacher Capacity as a System Condition. SSRN. https://doi.org/10.2139/ssrn.6660439

View on SSRN

When Numb Becomes Normal: Emotional Numbness as a Systemic Condition in Secondary Schooling

Preprint · SSRN · Educational Architecture

Kevin A. Starlings

Examines how institutional expectations and unstable learning conditions can contribute to emotional disengagement in secondary schools.

External peer review unverified

Citation
Starlings, K. A. (2025). When Numb Becomes Normal: Emotional Numbness as a Systemic Condition in Secondary Schooling. SSRN. https://doi.org/10.2139/ssrn.6660338

View on SSRN

Policy Brief No. 2026-01: Legislation for Swim Safety

Policy brief · ResearchGate · Aquatic safety

Kevin A. Starlings

Uses Human Systems Architecture to analyze governance and implementation questions in Virginia aquatic safety.

External peer review unverified

Citation
Starlings, K. A. (2026). Policy Brief No. 2026-01: Legislation for Swim Safety. https://doi.org/10.13140/RG.2.2.22948.03206

View on ResearchGate

Read the Volume 1 journal edition

Public Companion Report No. 2026-01A: Strengthening Aquatic Safety in Virginia

Companion report · ResearchGate · Aquatic safety

Kevin A. Starlings

A public-facing companion to the Institute’s swim safety policy brief for families, providers, and policymakers.

External peer review unverified

Citation
Starlings, K. A. (2026). Public Companion Report No. 2026-01A: Strengthening Aquatic Safety in Virginia. The Starlings Institute.

View on ResearchGate

Building Safer Aquatic Systems: Selected Chapters from the Human Systems Architecture Portfolio Series (Volume 1)

Selected book chapters · ResearchGate · Aquatic safety

Kevin A. Starlings and Ricky N. Brown Jr.

An excerpt from the Institute’s aquatic-safety research portfolio on governance, organizational capacity, and implementation.

External peer review unverified

Citation
Starlings, K. A., & Brown, R. N., Jr. (2026). Building Safer Aquatic Systems: Selected Chapters from the Human Systems Architecture Portfolio Series (Volume 1). The Starlings Foundation Press.

View on ResearchGate

Stakeholder perspectives of barriers and facilitators to enhancing hydration in elementary schools within a socio-ecological framework

Peer-reviewed research · Frontiers in Public Health

Interviews with school and community stakeholders examined how access to resources, school routines, and competing priorities shape student hydration in an urban Virginia school district.

Tatum KL, Smith DI, Hung HS, Weinstock M, Rhodenhiser S, Blincoe J, Brewer AE, LaRose JG, Erby T, Haskins L, Starlings K, Garr K, Brickhouse TH, Bean MK and Hydration Community Advisory Board (2026). Stakeholder perspectives of barriers and facilitators to enhancing hydration in elementary schools within a socio-ecological framework. Frontiers in Public Health, 14, 1784617. https://doi.org/10.3389/fpubh.2026.1784617

Read the original article

From Eligibility to Community Placement

Legal Analysis · The Starlings Journal of Human Systems Architecture

Explains the different legal authorities and administrative steps that shape access to community placement.

Legal pathways and calculation safeguards

The Starlings Institute · Volume 2, Issue 1 · pp. 9–14

Citation
The Starlings Institute. (2026). From Eligibility to Community Placement: Legal pathways and calculation safeguards. The Starlings Journal of Human Systems Architecture, 2(1), 9–14.

Back to issue contents

When Earned Credits Do Not Become Placement

Documentary Research · The Starlings Journal of Human Systems Architecture

Reviews national oversight findings and agency changes affecting credit records, referrals, and placement administration.

National oversight findings and implementation history

The Starlings Institute · Volume 2, Issue 1 · pp. 15–20

Citation
The Starlings Institute. (2026). When Earned Credits Do Not Become Placement: National oversight findings and implementation history. The Starlings Journal of Human Systems Architecture, 2(1), 15–20.

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Consistent Rules Equitable Access

Policy Proposal · The Starlings Journal of Human Systems Architecture

Proposes common decision standards and practical supports for more consistent access to placement.

Proposed standards for federal prerelease placement

The Starlings Institute · Volume 2, Issue 1 · pp. 21–26

Citation
The Starlings Institute. (2026). Consistent Rules Equitable Access: Proposed standards for federal prerelease placement. The Starlings Journal of Human Systems Architecture, 2(1), 21–26.

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Measuring Prerelease Placement Fairness

Research Methods · The Starlings Journal of Human Systems Architecture

Outlines a method for comparing similar cases and identifying delays at different stages of placement.

A research method for comparable cases and accountable workflows

The Starlings Institute · Volume 2, Issue 1 · pp. 27–33

Citation
The Starlings Institute. (2026). Measuring Prerelease Placement Fairness: A research method for comparable cases and accountable workflows. The Starlings Journal of Human Systems Architecture, 2(1), 27–33.

Back to issue contents

Research agenda

How institutions shape outcomes

The Institute studies how conditions influence behavior and performance, how institutions align or fragment, and how those patterns can be measured over time. Its approach draws on systems thinking, applied analysis, observation, and modeling.

Area of study

Human-Centered Systems Design

Studies how the conditions people encounter within institutions shape performance, stability, and long-term outcomes.

Methodology

Human Systems Architecture

Analyzes how human conditions, institutional structures, and environments interact and where those relationships break down.

First applied domain

Educational Architecture

Examines how the design of learning environments shapes learning and development.

Frameworks & Measurement

From theory to measurement

The Institute’s theory and models explain how conditions interact. Its measurement tools help examine the stability of those conditions and how well the institutions responsible for them work together.

Foundational theory

Human Conditions Theory

Examines how environmental, relational, and institutional conditions shape behavior, regulation, and performance.

Systems model

Distributed Conditions Model

Examines how conditions spread across organizations and how their interactions influence outcomes.

Measurement tool

Human Conditions Index

The HCI assesses the stability of conditions that influence how people function in a system.

Measurement tool

Coherence Index

The CI examines alignment across governance, execution, and environmental conditions.

Read the Institute’s framework descriptions

Applied domains

How the Institute applies its research

Education

Educational Architecture

Studies how classroom environments, educator capacity, and school and district structures shape the conditions for learning.

Explore Educational Architecture

Youth, community & public safety

Youth System Stability Architecture

Examines how families, schools, community organizations, and public safety and justice agencies shape conditions for young people.

Explore Youth System Stability Architecture

Read about the Institute’s systems design applications

Founder & Principal Researcher

Kevin A. Starlings

Kevin A. Starlings, founder of The Starlings Institute and originator of its Human Systems Architecture methodology.

He also originated Educational Architecture, the Institute’s first applied domain within Human-Centered Systems Design.

The Starlings Foundation

Jeremiah Education & Workforce Development

Through its Jeremiah Education & Workforce Development service area, The Starlings Foundation delivers education, workforce development, and correctional reentry courses and training. The Foundation issues certificates of completion.

The Starlings Institute supports this work through research and evaluation. Read the Institute’s scholarship in the publications catalog and direct training or enrollment inquiries to the Foundation.

Contact The Starlings Foundation about training