
BEHAVIOR CHANGE TACTIC
AI or Chatbot
Using a chatbot or simulated conversational interaction.
Studies involving AI or Chatbot
PAPERS
Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial
PRODUCT
Woebot
TACTICS
AI or Chatbot, Cognitive Behavioral Therapy (CBT)
PAPERS
Use of the Chatbot "Vivibot" to Deliver Positive Psychology Skills and Promote Well-Being Among Young People After Cancer Treatment: Randomized Controlled Feasibility Trial.
PRODUCT
Vivibot
BEHAVIOR
Mental Health & Self-Care
TACTICS
Education or Information, Reminders, Cues, & Triggers, Implementation Intentions, Goal Setting, AI or Chatbot, Cognitive Behavioral Therapy (CBT)
PAPERS
Effective Behavioral Changes through a Digital mHealth App.
PRODUCT
Quit Genius
BEHAVIOR
Smoking Cessation
TACTICS
Gamification, Self-Monitoring or Tracking, Implementation Intentions, Cognitive Behavioral Therapy (CBT)
PAPERS
A Randomized Controlled Trial of Three Smartphone Apps for Enhancing Public Mental Health.
PRODUCT
MoodMission, MoodPrism, MoodKit
BEHAVIOR
Mental Health & Self-Care
TACTICS
Education or Information, Reminders, Cues, & Triggers, Self-Monitoring or Tracking, Social Support, Implementation Intentions, Goal Setting, AI or Chatbot, Tracking cognitions or emotions
Products leveraging AI or Chatbot

PRODUCTS
Woebot
Behaviors
Mental Health & Self-Care
Tactics
AI or Chatbot, Cognitive Behavioral Therapy (CBT)
Models
CBT

PRODUCTS
MoodMission
Behaviors
Mental Health & Self-Care
Tactics
Tracking cognitions or emotions, AI or Chatbot, Goal Setting +7 more
Models
Cognitive-Behavioral Therapy

PRODUCTS
Vivibot
Behaviors
Mental Health & Self-Care
Tactics
AI or Chatbot, Goal Setting, Implementation Intentions +5 more

PRODUCTS
Prepmate
Behaviors
Medication Adherence, Sexual Health Behaviors
Tactics
Coaching or Counselling, AI or Chatbot, Implementation Intentions +4 more

PRODUCTS
MoodPrism
Behaviors
Mental Health & Self-Care
Tactics
Tracking cognitions or emotions, AI or Chatbot, Goal Setting +7 more

PRODUCTS
MoodKit
Behaviors
Mental Health & Self-Care
Tactics
Tracking cognitions or emotions, AI or Chatbot, Goal Setting +7 more
Models
Cognitive-Behavioral Therapy

PRODUCTS
Youper
Behaviors
Mental Health & Self-Care
Tactics
Implementation Intentions, Self-Monitoring or Tracking, Reminders +4 more
Models
CBT

PRODUCTS
Lark
Behaviors
Disease Management, Physical Activity, Diet & Nutrition
Tactics
AI or Chatbot, Implementation Intentions, Behavior Substitution
Related behavior change tactics

TACTICS
Acceptance and Commitment Therapy (ACT)
ACT is a therapeutic approach originalled developed by Steven Hayes. It borrows from previous concepts like cognitive behavioral therapy and Morita therapy. The principles of ACT are fairly systematic and lend themselves well to program design, finding empirical support in adaptations like 2morrow's smoking cessation and pain management interventions.

TACTICS
Active Choice
Active choice, sometimes referred to as enhanced active choice or forced choice, refers to removing default options and often increasing the salience of potential decisions through emphasizing the consequences of one or more of the options. Coined by Punam Anand Keller and colleagues in 2011, it was originally intended to address concerns around paternalistic nudging for use in situations where forcing the default option may be considered unethical. In one of the original studies, CVS customers were given the choice to enroll in automatic refills of medications via delivery. The choices they were presented were ""Enroll in refills at home"" vs “I Prefer to Order my Own Refills.”

TACTICS
Automation
Automation refers to having another person, group, or technology system perform part or all of the intended behavior. A prominent example is Thaler & Bernartzi's Save More Tomorrow intervention, which invested a portion of employees' earnings into retirement funds automatically and even increased the contribution level to scale with pay raises. Other examples include automatically scheduling medical appointments so the patient needn't do it themselves and mailing healthy recipe ingredients to the person's home to reduce the burden of shopping.

TACTICS
Behavior Substitution
Behavior substitution refers to attempting to eliminate a problematic behavior by replacing it with another one. Often, the substituted behaviors are intended to have similar sensory qualities (e.g. drink flavored sparkling water instead of soda). The goal is typically to disassociate the original behavior from its cue, enabling the more positive behavior to be triggered automatically.

TACTICS
Behavioral Activation (BA)
Behavioral activation is a therapeutic approach that typically pairs activity scheduling with either monitoring tools or goal-setting. For example, someone might aim to balance activities they "should" do but underperform, like self-care behaviors, with activities they enjoy. Users of this technique may also track which activities cause certain cognitions or affective states, like those associated with depression.

TACTICS
Behavioral Economics
Behavioral economics is the exploration of how people make consequential decisions where psychological and sociological factors may influence the outcome or process. It is often considered the fusion of economics and psychology (which itself was an interdisciplinary field entailing medicine and philosophy). The exploration of psychological factors in economic decision-making, including deviation from rationality, traces well back to classical and neoclassical economics (i.e. Gabriel Tarde, Wilfredo Pareto, and John Maynard Keynes) and prior to psychology becoming a formal discipline. Behavioral economics is often associated with behavior change tactics like smart defaults, reducing friction or barriers, increasing salience, incentives, active choice, and commitment devices.