M3 Overview: Chapters 7-8

Module 3: Research and Evidence

Frameworks, Evidence, and the Work of Understanding

Connecting theoretical frameworks and research literacy to the practical judgments practitioners make every day.

From Module 2

Building on context

Module 2 moved substance use out of the individual and into the world: the family systems, community conditions, structural inequality, and policy decisions that shape who is exposed to risk and who receives care. That raises a question practitioners have to answer in practice: how do you organize all of it into a coherent way of seeing, usable when you are sitting across from a person or reading a study? That is the work of Module 3.

Understanding context without a framework for organizing it produces overwhelm. Understanding frameworks without the ability to evaluate the evidence behind them produces overconfidence. Module 3 develops both.


Module 3 Overview

What this module examines

Module 3 examines two things practitioners need to move from awareness into action: theoretical frameworks and research literacy. Theories shape what a practitioner notices. Research shapes what they believe works, and for whom. Chapter 7 examines the major frameworks used to explain substance use, grouped as individual, relational, structural, and developmental, and asks how each shapes the interventions and judgments that follow. Chapter 8 examines research itself: where it comes from, what different kinds of evidence can show, how statistics mislead as easily as they inform, and what it means to practice in ways genuinely grounded in evidence.

Chapter 7

The Lenses We Think Through

Surveys the major theoretical perspectives, individual, relational, structural, and developmental, and examines how each shapes what practitioners see, how they intervene, and how they understand the people they serve.

Sections: Individual-Level Frameworks · Relational and Environmental Frameworks · Structural and Social Frameworks · Developmental and Recovery Frameworks · Integrating Frameworks into Practice

Chapter 8

Emphasizing the Human Side

Develops research literacy as a core practice competency, examining where information comes from, how to read statistics critically, what qualitative research contributes, current trends, evidence-informed practice frameworks, and the ethical use of data.

Sections: Why Research Matters · Understanding Where Information Comes From · Reading Statistics Critically · Moving Beyond the Numbers · Current Trends and Emerging Issues · Evidence-Informed Practice · Ethical Use of Research and Data


Why this matters

Theory and evidence as practice tools

Frameworks and findings carry real consequences. A practitioner working only from a biological framework may reach for medication and miss the relational context that decides whether it is taken. One working only from a psychological framework may address cognition and overlook the conditions that constrain a person’s options. The same applies to research: practitioners meet it through guidelines, policies, and media, often without time to evaluate it, and the ability to ask where a finding came from and whose experience it reflects protects the people they serve from being managed by evidence never designed with them in mind.

What Module 3 prepares practitioners to do

Identify and apply the major theoretical frameworks used to explain substance use, and recognize how each shapes clinical judgment, intervention planning, and professional language.
Recognize the limits of any single theoretical perspective and develop the ability to integrate multiple frameworks in response to complex clinical and contextual realities.
Evaluate research sources critically, distinguishing between types of evidence, recognizing methodological limitations, and identifying whose experiences may be absent from the data.
Read statistics with appropriate skepticism, understanding the difference between correlation and causation, recognizing how aggregate data can obscure inequality, and attending to the language used to frame findings.
Apply evidence-informed practice principles that integrate empirical research, clinical expertise, and the lived experience of the people receiving care, without reducing any of the three to the other two.

Moving forward

Toward informed, grounded practice

Module 3 does not ask practitioners to memorize theories or master methodology. It asks them to hold frameworks and findings as tools rather than conclusions. A framework is most useful when a practitioner knows what it illuminates and what it leaves in shadow; a finding is most useful when they know what it cannot say about the person in front of them. That disposition is not the endpoint of professional development. It is what makes continued development possible.

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Introduction to Substance Use and Misuse Copyright © 2026 by Scott Coble and Carmelita L. Dotson is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, except where otherwise noted.