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Related Experiment Video

Updated: May 15, 2026

Photorealistic Learned Landscapes for Augmented Reality

Photorealistic Learned Landscapes for Augmented Reality

Published on: June 27, 2025

Beyond context to the skyline: thinking in 3D.

Kimberly Hoagwood¹, Serene Olin, Andrew Cleek

¹New York University Medical Center - Child Study Center, New York, NY, USA. kimberly.hoagwood@nyumc.org

Administration and Policy in Mental Health

|January 4, 2013

Summary

This summary is machine-generated.

Major health and mental health reforms necessitate a shift from traditional practice models to adaptive, three-dimensional thinking. Community-based services must evolve to remain viable amidst changing healthcare landscapes.

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Area of Science:

Healthcare policy
Mental health services research
Health systems management

Background:

Community-based mental health practice is undergoing significant transformation.
Structural, regulatory, and fiscal changes are altering healthcare delivery.
Existing practice models face challenges from evolving business models and accountability standards.

Purpose of the Study:

To highlight the impact of systemic changes on community-based mental health practice.
To advocate for a paradigm shift in research and practice.
To emphasize the need for proactive system redesign in specialty mental health services.

Main Methods:

Conceptual analysis of current healthcare trends.
Review of existing literature on community-based practice.
Synthesis of structural, regulatory, and fiscal impacts on mental health services.

Main Results:

Traditional two-dimensional practice paradigms are becoming obsolete.
New business models, regional networks, and accountability standards are reshaping services.
Failure to adapt risks the viability of specialty mental health services.

Conclusions:

A three-dimensional thinking approach is essential for modern mental health practice.
System redesign is critical for the survival of community-based mental health services.
Proactive adaptation to healthcare context changes is imperative for sustained service delivery.