Extra to read, ok!

Levels of Critical Thinking:

• Basic → “Tell me what to do.”
• Complex → “I’ll think of options.”
• Commitment → “I’ve decided, and I own it.”

In 2021 and early 2022, the number of uninsured Americans significantly decreased to a low of 8%

Millions of Americans have health insurance but do not seek preventive or needed health care because they do not have a primary care provider, live too far from the services or provider, or lack knowledge of recommended preventive practices

The second challenge is that an increased number of nurses are entering graduate nursing programs to become advanced practice registered nurses. Although this is positive for the nursing profession and health care, it decreases the number of nurses at the bedside

👩‍⚕️ Nursing Workforce Challenges

• Retirement → 28% of nurses (RNs + LPNs) plan to retire in next 5 years (Smiley et al., 2022).
• Burnout → Major reason for nurses leaving jobs/profession.
• Emotionally drained: 50.8%
• Used up: 56.4%
• Fatigued: 49.7%
• Burned out: 45.1% (NCSBN, 2024)
• Faculty shortage → Nursing schools struggle to expand capacity due to lack of qualified faculty (AACN, 2022).

💵 Affordable Care Act: Pay for Value

🔗 How it Works

• Medicare Advantage payments tied to quality ratings.
• Poor quality = lower payments.
• Quality measures include:
• Patient satisfaction
• Lower complications
• Fewer readmissions
• Better care coordination

⚖️ Key Reform Programs

1. 🏥 Hospital Value-Based Purchasing
• Links 1.5% of DRG payment to hospital quality performance.
• Uses HCAHPS survey → national patient satisfaction measure.
2. 🔄 Hospital Readmissions Reduction Program
• Cuts payments if excess readmissions (within 30 days).
• Targets conditions like heart attack, heart failure, pneumonia.
• Encourages teamwork & communication to reduce readmissions.
3. 📦 Bundled Payments for Care Improvements
4. 🛡️ Hospital-Acquired Condition (HAC) Reduction Program
• Reduces/denies payment if high rates of HACs (pressure injuries, CAUTIs, CLABSIs, SSIs, CDI).
• Saves CMS ~$350M annually.
• Drives hospitals to prevent HACs with safety/quality initiatives.

🏥 Hospitals

• Provide secondary & tertiary care → mostly for acute illness.
• Small rural hospitals → limited services.
• Large urban hospitals → advanced diagnostics, trauma, ICU, rehab.

🫀 Intensive Care (ICU/CCU)

• Most expensive setting → 1 nurse for 1–2 patients.
• Requires specialized skills for rapidly changing conditions.

🧠 Mental Health Facilities

• 1 in 5 adults & 1 in 6 children (6–17) experience mental illness annually.
• Less than half receive treatment.
• Inpatient (voluntary or involuntary) + outpatient services.
• mental illness ≠ major cause of violence.
• Patients with mental illness die earlier from treatable conditions.

🌾 Rural Hospitals

• Barriers: poverty, transport, tobacco use, no high-speed internet, more uninsured.
• Many rural hospitals closed → Critical Access Hospitals (CAHs) created (≤25 beds, ≤96 hr stay, 24/7 emergency).

📤 Discharge Planning

• Expected by payers (CMS, insurers).
• Reimbursement tied to quality & timeliness.
• Nurses collaborate with team (case managers, NPs, PTs, social workers) → ensure safe, efficient transition.

With informed consent, remember this:

• The provider doing the procedure (doctor, NP, PA) is the one who explains the risks, benefits, and alternatives.
• The nurse doesn’t “get consent” — we witness the patient signing and make sure they understand what was explained.

So, provider explains, nurse witnesses. Easy way to remember.

For evidence-based practice, not all studies are created equal.

• The strongest single study you can rely on is a randomized controlled trial (RCT). Why? Because it compares groups, randomizes them, and controls variables, so the results are more trustworthy.
• Case reports or expert opinions are useful, but they’re at the bottom of the evidence ladder. Always think: RCT = strongest, unless we’re talking about systematic reviews/meta-analyses, which are even higher because they combine RCTs.

For privacy and legal issues, think HIPAA.

• If you tell a visitor about a patient’s diagnosis without permission, that’s invasion of privacy.
• Negligence would be something like forgetting to turn a patient and causing a pressure ulcer. Different issue.

Reflection trips a lot of people up.

• Reflection-in-action means you’re thinking while you’re doing. Example: you’re changing a dressing, you notice the patient winces, so you slow down → that’s reflection-in-action.
• Reflection-on-action is after the fact. Like journaling at the end of your shift. You chose journaling, but the question asked for “in-action.”

Now, reasoning styles:

• Analytical reasoning = slow, step-by-step logic. New nurses rely on this more.
• Nonanalytical reasoning = intuition, pattern recognition. An experienced nurse sees subtle cues and just knows “this patient looks septic.” That’s what the question was testing.

For nursing diagnoses, remember NANDA focuses on human responses, not medical problems.

• Saying “Pneumonia related to bacterial infection” is a medical diagnosis. Wrong.
• Correct example: Acute Pain related to surgical incision.

Formula: Problem → Related to → Evidence.

Finally, risk factors.

• Risk factors must be patient-specific conditions.
• Example: “open surgical incision” is a risk for infection.
• “Inadequate hand hygiene” isn’t about the patient, it’s about staff behavior, so it doesn’t count as a NANDA risk factor.

🔺 Evidence Hierarchy (from strongest → weakest)

1. Systematic Review / Meta-Analysis
• Combines multiple high-quality studies (often RCTs).
• Best evidence available.
• Example: Cochrane Reviews.
2. Randomized Controlled Trial (RCT)
• Participants randomly assigned → reduces bias.
• Compares intervention vs control.
• Gold standard single study.
3. Cohort Studies
• Follow a group over time to see who develops an outcome.
• Example: Following smokers vs non-smokers for lung cancer.
4. Case-Control Studies
• Compare people with a disease (cases) to those without (controls).
• Look backward for risk factors.
5. Descriptive / Correlational Studies
• Describe characteristics, relationships, or patterns.
• Can suggest associations but not prove cause.
6. Case Reports / Expert Opinion
• Lowest level.
• Useful for rare situations or initial ideas, but not strong evidence

🔑 Key Reinforcement

• Fidelity = promise-keeping.
• Autonomy = respecting refusal/choice.
• Advocacy = speaking up for patient safety.
• QI = continuous improvement, systems-focused.
• Living will = treatment wishes if incapacitated (not finances or HIPAA).

Catheter-Associated Urinary Tract Infection (CAUTI)

A "never event" refers to a serious, preventable medical error that should never occur in healthcare. These events are considered highly avoidable and have the potential to cause significant harm to patients, including death or disability

The EBP process includes: Ask (formulate the question), Acquire (search for evidence), Appraise (evaluate the evidence), Apply (implement in practice), and Assess (evaluate outcomes). Avoiding outcome assessment would defeat the purpose of EBP. Rationale: In the clinical judgment model, critical thinking competence is supported by a specific knowledge base, clinical experience, and the environment in which care is provided. Patient preferences are essential to patient-centered care but are not listed as part of critical thinking competence. The NCSBN defines clinical judgment as the observable outcome of critical thinking, clinical reasoning, and decision-making. It’s demonstrated through the nurse’s actions and patient outcomes.

• Nursing diagnoses can be problem-focused, risk-focused, or health promotion-focused.
• Health promotion diagnosis = when the patient is ready to improve their health (not just treat a problem).
• Structure requires three parts:
1. Diagnostic label → e.g., "Readiness for Enhanced Nutrition"
2. Defining characteristics → the evidence (signs the patient wants to improve, like saying “I want to start eating healthier”)
3. Related factors → what influences the readiness (motivation, support system, access to resources)
• 🔎 Example:
• A patient says: “I’ve been eating too much fast food, but I want to make better choices.”
• Nursing diagnosis: "Readiness for Enhanced Nutrition related to motivation to improve dietary habits as evidenced by patient’s expressed desire to eat healthier."

1. Deductive Reasoning ("Top-down")

• Definition: Start with a general principle or theory → apply it to a specific case.
• Think: "If A is true in general, then it must be true here."
• 🔎 Nursing Example:
• General principle: All patients with low oxygen saturation need interventions to improve oxygenation.
• Specific case: My patient’s O₂ sat is 85%.
• Deductive conclusion: This patient needs oxygen therapy.

✔ Deduction is very logical, rule-based, and structured.

2. Inductive Reasoning ("Bottom-up")

• Definition: Start with specific observations or data → form a general conclusion or pattern.
• Think: "I notice these clues... what could they mean?"
• 🔎 Nursing Example:
• Observation 1: Patient is short of breath.
• Observation 2: Patient’s lungs have crackles.
• Observation 3: Patient has edema.
• Inductive conclusion: These signs suggest heart failure.

✔ Induction is what you do in assessment and diagnosis → you recognize patterns from data.

3. Abductive Reasoning ("Best guess")

• Definition: Choose the most likely explanation when you don’t have complete information.
• Think: "What’s the best possible explanation right now?"
• 🔎 Nursing Example:
• Symptom: Patient is dizzy.
• Possible causes: Low blood sugar, low blood pressure, medication side effect.
• Abductive conclusion: Given that the patient skipped breakfast and is diabetic, hypoglycemia is the most likely cause.

✔ Abduction is common in real clinical situations when time is short and you don’t have all test results yet.

4. Analogical Reasoning ("Reasoning by similarity")

• Definition: Apply knowledge from a similar case to a new but comparable one.
• Think: "This reminds me of another case."
• 🔎 Nursing Example:
• Previous patient: A child with asthma improved with a certain breathing technique.
• Current patient: Another child showing similar asthma symptoms.
• Analogical conclusion: I’ll try the same breathing technique because it worked before.

✔ Useful in experience-based practice → though not as strong as deductive or inductive reasoning, it helps in quick decisions.

📊 Quick Comparison Table

✅ Summary in plain words:

• Deductive = Rule → Case (very strict logic).
• Inductive = Case(s) → Rule (finding a pattern).
• Abductive = Guess the most likely explanation.
• Analogical = “This is like that case I saw before.”