HIV Medication Adherence
Evidence note: Adherence is a high-stakes behavior under stigma and context constraints. Reminders can help, but feasibility is often set by regimen burden and environment.
Key Result (meta-analysis): Single-tablet regimens show lower discontinuation than multi-tablet regimens (reported).
Case snapshot (schema)
context: "Reminder‑only interventions often fail because adherence breakdowns are driven by stigma, food insecurity, identity conflict, and structural barriers, not forgetting."
company: "Public Health"
industry: "Healthcare"
confidence: "working"
population: "People living with HIV on antiretroviral therapy (ART)"
target_behavior: "Take medication daily"
constraints:
- "Identity: can be low when medication reinforces stigmatized identity or unwanted self‑label."
- "Capability: can be constrained by routines, side effects, and daily life instability."
- "Context: can be low when privacy is limited or when medication requires food/water that isn’t reliably available."
measurement:
denominator: "patients on ART"
window: "study-dependent (meta-analyses and trials)"
metrics:
key_metric: "Single-tablet regimens show lower discontinuation than multi-tablet regimens (reported)."
results: "Reminder‑only interventions often fail because adherence breakdowns are driven by stigma, food insecurity, identity conflict, and structural barriers, not forgetting."
limitations:
- "Adherence thresholds vary by regimen and patient context; results depend on how adherence is measured (self-report vs objective)."
sources:
- "See Sources section"
evidence_ids:
- BS-0073
Summary
The intuitive model of adherence failure is “people forget.” In many HIV contexts, adherence failure is not primarily memory. It’s context: stigma, housing instability, food insecurity, and the identity weight of daily medication.
Behavioral Strategy lens: the behavior fails because one or more BSM components are limiting. Reminders don’t change the limiting factor.
Target behavior (operational)
- Population: People living with HIV on antiretroviral therapy (ART)
- Behavior: Take medication daily
- Context: (see case narrative)
- Window: daily (durable, long-horizon behavior)
Constraints (behavioral)
- Identity: can be low when medication reinforces stigmatized identity or unwanted self‑label.
- Capability: can be constrained by routines, side effects, and daily life instability.
- Context: can be low when privacy is limited or when medication requires food/water that isn’t reliably available.
Fit narrative (Problem → Behavior → Solution → Product)
- Problem Market Fit: Viral suppression requires consistent adherence; patients and systems want better adherence outcomes.
- Behavior Market Fit: “Take medication daily as prescribed” can have low fit when the context is hostile (privacy risk, food scarcity).
- Solution Market Fit: Interventions that address the limiting factor (support, food, agency, structural barriers) outperform reminder‑only approaches.
- Product Market Fit: Durable adherence improvements require system enablement, not just prompts.
Behavior Fit Assessment (example)
Target behavior: “Take medication daily.”
- Identity Fit: can be low when medication reinforces stigmatized identity or unwanted self‑label.
- Capability Fit: can be constrained by routines, side effects, and daily life instability.
- Context Fit: can be low when privacy is limited or when medication requires food/water that isn’t reliably available.
What this illustrates
- Reminders are configuration, not strategy. They can help when fit already exists; they don’t create fit.
- The strategic move is to identify the limiting factor (identity, capability, context) and design the system around it.
Measurement (window/denominator stated)
- Window: study-dependent (meta-analyses and trials)
- Denominator: patients on ART
- Evidence anchor: simplifying the behavior (e.g., single-tablet regimens) improves discontinuation and outcome metrics (reported).
Results
- Outcome: Reminder‑only interventions often fail because adherence breakdowns are driven by stigma, food insecurity, identity conflict, and structural barriers, not forgetting.
Limitations and confounders
- Metrics may be company- or press-reported; isolate the target behavior and window where possible.
- Effects are context-dependent; avoid generalizing beyond the population and constraints described.
Sources
- Single-tablet regimens and outcomes (PMC, meta-analysis)
- Interventions to improve ART adherence (Lancet HIV, 2017; includes SMS interventions) (PubMed)
- Global AIDS update (UNAIDS, 2024)
- Evidence Ledger: