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selection bias
differences in baseline characteristics from flawed allocation/enrollment
performance bias
care/monitoring differences due to group awareness
detection bias
outcome assessment influenced by treatment knowledge
selection bias example
younger patients placed in treatment group, skewing outcome
performance bias example
experimental group gets more lab monitoring than control group
detection bias example
pain scores rated higher for patients on new drug
attrition bias
unequal dropout rates between groups
attrition bias example
more patients drop out from placebo group, overstating drug effect
reporting bias
selective reporting of positive outcomes
reporting bias example
secondary endpoint published; negative primary result omitted
recall bias
uneven accuracy in recalled data from patients
recall bias example
cancer patients better recall smoking than healthy controls
observer bias
assessor's beliefs influence measurement
observer bias example
researcher notes improvent they expect in treated group
publication bias
positive findings more likely to be published
publication bias example
only trials showing benefit submitted by sponser
autonomy
respecting a patient's right to self determination and informed decision making
Beneficence
acting to do good for patients
Nonmalfeasance
doing no harm; avoiding harm to patients
justice
fair and equitable treatment for all individuals
veracity
telling the truth and ensuring informed consent
fidelity
keeping promises and commitments to patients
bioethics
a study of moral dimensions (decisions, behavior, policies) in life sciences and healthcare
professionalism
adhere to all laws, avoid conflicts, maintain integrity
altruism
putting the patients interests above one's own
accountability
Taking responsibility for ones actions
excellence
commitment to lifelong learning
duty
serve and meet patient needs
honor and integrity
upholding honesty and fairness
respect for others
acknowledge other's dignity and beliefs
informed consent
patient agrees to treatment after receiving all facts
informed consent requirments
- disclosure: patient must be given adequate info on risks benefits and alternatives
- compensation: patient must understand the information
- voluntariness: consent must be given freely, without coercsion
- competency: the patient must have legal and mental capacity to decide
patient confidentiality
protect helath info under HIPAA and state law
disclose only with consent or to authorized personel
use discretion and secure record handling
ethical dilemmas
definition: conflicts between ethical principles
example: autonomy vs beneficence in medication refusal
resolution: use frameworks and consult ethics committees
paternalism
definition: overriding patient decisions for their benefit
types: hard (competent patient), soft (limited understanding)
ethical tip: educate and seek voluntary agreement
cultural competence
understand and interact effectively across cultures
avoid assumptoins and respect beliefs
adapt care to align with culture values and
end of life care
respect directives and DNR orders
promote comfort and deprescribe unneeded meds
support autonomy in treatment refusal
moral distress
definition: discomfort when unable to act ethically
causes: policy, hierarchy, fear of retalitation
hospital pharmacy management
formulary management & P&T committee: develops, reviews, and updates hospital formulary to ensure cost-effective and evidence-based medication use
centralized vs decentralized models: centralized involves a main pharmacy location; decentralized stations are closer to patient care areas
clinical pharmacy services: involves rounds, medication reconciliation, dosing services, and therapeutic drug monitoring
community pharmacy management
Daily operations and staff roles: Includes workflow management, technician oversight, and customer service.
Regulatory compliance (DEA, BoP): Adherence to controlled substances regulations and state board of pharmacy rules
Regulatory compliance (DEA, BoP): Adherence to controlled substances regulations and state board of pharmacy rules
pharmacy business planning
Business plan structure: Includes executive summary, market analysis, organizational plan, and financial projections.
SWOT analysis: Identifies strengths, weaknesses, opportunities, and threats
Break-even analysis: Determines when revenues will cover total fixed and variable costs
value-added services in pharmacy
Immunizations: Pharmacist-administered vaccines improve community access and public health
MTM and disease state management: Enhances medication adherence, optimizes therapy, and reduces costs
Home delivery and telepharmacy: Expands reach to underserved populations and improves continuity of care
risk management
Medication errors and mitigation: Includes system safeguards, barcode scanning, and error reporting
Liability insurance and risk assessment: Protects against malpractice and identifies areas for improvement
Documentation and incident reporting: Tracks errors/events to inform training and policy changes.
inventory management
Inventory turnover rate (ITR): Measures efficiency; higher rates often reflect optimal inventory use
Just-in-time (JIT) inventory: Reduces waste by receiving goods only when needed
Shrinkage, spoilage, and inventory audits: Regular checks help minimize loss and ensure accuracy
Third-Party Payers & Reimbursement
PBMs and payer contracts: Influence drug coverage, reimbursement, and formularies
MAC pricing, AWP, and reimbursement models: Determine reimbursement amounts based on cost benchmarks
DIR fees and their impact: Fees charged by PBMs that affect pharmacy reimbursement post-claim
PBMs (Pharmacy Benefit Managers)
Intermediaries that manage prescription drug benefits on behalf of insurers and employers. They negotiate drug prices, create formularies, and determine reimbursement to pharmacies. Contracts with PBMs dictate how much a pharmacy is paid per claim.
Payer Contracts
Legal agreements between pharmacies and PBMs or insurance companies. They set terms for reimbursement, drug coverage, claim submission, and audit compliance.
MAC Pricing (Maximum Allowable Cost)
A pricing benchmark that limits the amount paid for generic drugs. Pharmacies are reimbursed based on MAC values, which can vary between PBMs
AWP (Average Wholesale Price
A list price published by drug manufacturers; often referred to as a "sticker price." Used by payers to calculate reimbursements but typically overestimates true market price
WAC (Wholesale Acquisition Cost)
The manufacturer's list price to wholesalers, not including discounts. Often used as a benchmark for brand name drug reimbursement
DIR Fees (Direct and Indirect Remuneration)
Post-claim fees charged by PBMs to pharmacies based on performance metrics (adherence, cost savings, etc.). Often not disclosed upfront, these fees reduce the final reimbursement a pharmacy receives.
Equal employment opportunity
Prohibits workplace discrimination and ensures fair hiring practices
• Employee rights and safety (OSHA)
Regulations protect workers from hazards and promote safety
Conflict resolution and discipline
Policies for resolving disputes and enforcing professional conduct.
Workflow optimization
Streamlining dispensing processes to improve efficiency and reduce errors
Inventory and technology systems
Use of automation, EHR, and inventory software to manage stock
Legal and compliance oversight
Ensuring adherence to federal/state laws and institutional policies
class I recall
Reason: Product may cause serious health problems or death. Example: Contaminated injectable drug causing septic shock
Class I recall example
Contaminated injectable drug causing septic shock
class II recall
product may cause temporary or medically reversible health issues
Class II recall example
wrong dosage strength on label
class III recall
product not likely to cause harm, violates labeling/manufactuering standards.
class III recall example
minor packaging error or incorrect expiration date
managing drug shortages
monitor: monitor FDA and ASHP shortage bulletins regularly
communicate with providers regarding alternative therapies
update: formulary substitutions and alert staff
ethics
the discipline dealing with what is good and bad and with moral duty and obligation
ethics scenario
a pharmacist refusing to fill an Rx due to suspected misuse, guided by moral duty
bioethics scenario
deciding whether to provide a costly life saving medication under limited insurance coverage
autonomy scenario
honoring a patients to decline a recommended vaccination
Nonmalfeasance scenario
double checkign for drug interactions before dispensing a new prescription
beneficence scenario
recommending an evidence based therapy even if it requires more effort to obtain
justice scenario
ensuring equal access to care for insured and uninsured patients
veracity scenario
explaining potential side effects of a medication honestly before starting treatment
fidelity scenario
following up with a patient about a previously discussed medication issue
professionalism scenario
arriving on time, dressing appropriately, and maintaining respectful communication
Alutrism scenario
staying after hours to help a patient access emergency medciation
accountability scenario
reporting a dispensing error and taking corrective actions
excellence scenario
attending continuing education workshops beyond required credits
duty scenario
helping a confused patient understand how to take their medications correctly
honor and integrity scenario
refusing to alter records to protect a colleague
respect for others scenario
respecting cultural beliefs when discussing treatment options