Network analysis
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In committee medicine
network analysis community medicine public health social network
| Function | Description |
|---|---|
| Planning | Aids in structuring the project step by step |
| Scheduling | Helps assign time to each activity |
| Monitoring | Tracks progress continuously |
| Communication | Improves communication between all levels of management |
| Problem identification | Identifies potential problems before they occur |
| Progress reporting | Furnishes timely, continuous progress reports |
| Evaluation | Forms a solid foundation for an evaluation and checking system |
Cafeteria approach in family planning
"The present approach in family planning programmes is to provide a 'cafeteria choice' - that is, to offer all methods from which an individual can choose according to his needs and wishes, and to promote family planning as a way of life."
- Park's Textbook of Preventive and Social Medicine
"Achieve universal access to information/counselling, and services for fertility regulation and contraception with a wide basket of choices."
| Category | Methods |
|---|---|
| Barrier - Physical | Condom (male/female), Diaphragm, Cervical cap |
| Barrier - Chemical | Spermicides (creams, jellies, foams) |
| Barrier - Combined | Condom + spermicide together |
| Intra-Uterine Devices (IUDs) | Copper-T, LNG-IUS |
| Hormonal methods | Combined oral pills, Progestin-only pills, Injectables, Implants, Patches |
| Post-conceptional methods | Emergency contraception |
| Miscellaneous | LAM (Lactational Amenorrhoea Method), Natural family planning |
| Method | Details |
|---|---|
| Male sterilization | Vasectomy |
| Female sterilization | Tubectomy (Minilap / Laparoscopic) |
Health hazard of healthcare waste
| Type | Proportion |
|---|---|
| General (domestic-type) waste | 80% |
| Pathological and infectious waste | 15% |
| Sharps waste | 1% |
| Chemical and pharmacological waste | 3% |
| Special waste (radioactive, cytotoxic, broken thermometers, batteries) | <1% |
| Type of Hazard | Agent | Health Effect |
|---|---|---|
| Infectious | HIV, HBV, HCV, bacteria | Bloodborne infections, sepsis |
| Sharps injury | Needles, blades, glass | Needlestick, cuts, bloodborne infection |
| Chemical/Pharmaceutical | Solvents, disinfectants, drugs | Poisoning, burns, organ damage |
| Genotoxic | Cytotoxic drugs, radioactive material | Mutagenicity, carcinogenicity |
| Radioactive | Isotopes from nuclear medicine | Radiation sickness, cancer |
| Psychological/Aesthetic | Anatomical waste | Public alarm, distress |
Overcrowding
Overcrowding refers to the situation in which more people are living within a single dwelling than there is space for, so that movement is restricted, privacy is secluded, hygiene is impossible, rest and sleep are difficult.
| No. of Rooms | Accepted Maximum Persons |
|---|---|
| 1 room | 2 persons |
| 2 rooms | 3 persons |
| 3 rooms | 5 persons |
| 4 rooms | 7 persons |
| 5 or more rooms | 10 persons (+ 2 for each additional room) |
| Floor Space | Accepted Occupancy |
|---|---|
| 110 sq.ft. (11 sq.m.) or more | 2 persons |
| 90-100 sq.ft. (9-10 sq.m.) | 1½ persons |
| 70-90 sq.ft. (7-9 sq.m.) | 1 person |
| 50-70 sq.ft. (5-7 sq.m.) | ½ person |
| Under 50 sq.ft. (5 sq.m.) | Nil (not fit for habitation) |
Note: A baby under 12 months is not counted; children between 1-10 years are counted as half a unit.
| Disease | Mechanism |
|---|---|
| Tuberculosis | Droplet nuclei spread in enclosed spaces |
| Influenza | Droplet/airborne spread |
| Diphtheria | Droplet spread |
| Meningococcal meningitis | Droplet spread |
| Rheumatic fever / RHD | Streptococcal spread facilitated by overcrowding |
| Typhus fever | Louse transmission in crowded conditions |
| Scabies | Direct contact spread |
| Measles, Chickenpox | Airborne/droplet spread |
Create a presentation on housing standards and disease prevention
Bias
Bias is any systematic error in the determination of the association between the exposure and disease. The relative risk estimate may increase or decrease as a result of bias; it reflects some type of non-comparability between the study and control groups.
| Study Type | Source of Selection Bias |
|---|---|
| Cross-sectional | Non-participation in certain subgroups; prevalence/incidence bias |
| Cohort | Non-response, attrition, unrepresentative groups |
| Case-control | Biased case/control selection; matching on a confounder distorts exposure distribution |
| Type | Description | Direction of Bias |
|---|---|---|
| Differential (systematic) misclassification | Error is not random; depends on another parameter (e.g., outcome status) | Can bias in either direction (toward or away from null) |
| Nondifferential misclassification | Error is random; not related to other variables | Generally biases toward the null (underestimates true association) |
| Type | Definition | Example | Control |
|---|---|---|---|
| Selection bias | Non-representative study population | Healthy worker effect | Proper sampling, blinding |
| Berkesonian bias | Hospital admission rate differences | Hospital-based case-control | Use population controls |
| Recall bias | Cases recall exposure better than controls | MI patients recalling stress | Objective data, blinding |
| Interviewer bias | Interviewer knowledge influences questioning | Thorough questioning of cases only | Double-blinding |
| Confounding bias | Third variable distorts exposure-disease link | Age confounding smoking-cancer link | Matching, stratification, RCT |
| Information/Misclassification bias | Inaccurate measurement of variables | Misclassified exposure categories | Validated instruments, training |
Bias is best prevented at study design, not corrected at analysis. Once introduced, systematic error cannot be removed by statistical techniques.
Anemia Mukt Bharat (Intensified National Iron Plus Initiative): write down objectives (2 161. marks), key interventions (4 marks) and '6' '6' strategy in detail. (4 marks
Anemia Mukt Bharat Intensified National Iron Plus Initiative objectives 6x6x6 strategy interventions
https://www.i4n.in/wp-content/uploads/2023/05/Anemia-Mukt-Bh…
Anemia Mukt Bharat 6 institutional mechanisms six interventions details IFA deworming fortification
6 BENEFICIARIES × 6 INTERVENTIONS × 6 INSTITUTIONAL MECHANISMS
| S.No. | Group | Age |
|---|---|---|
| 1 | Children (pre-school) | 6-59 months |
| 2 | Children (school-age) | 5-9 years |
| 3 | Adolescent girls and boys | 10-19 years |
| 4 | Women of Reproductive Age (WRA) | 15-49 years (20-24 yrs in some references) |
| 5 | Pregnant women | - |
| 6 | Lactating mothers | - |
Together these groups cover ~450 million people - nearly 50% of India's population.
| S.No. | Mechanism | Role |
|---|---|---|
| 1 | Intra-ministerial coordination | Coordination within MoHFW - between NHM, RMNCH+A, ICDS, etc. |
| 2 | Inter-ministerial coordination | Convergence with Ministry of Women & Child Development, Ministry of Education, Food Ministry, Ministry of Tribal Affairs, etc. |
| 3 | AMB Programme Management Unit (PMU) | Dedicated national-level unit for planning, monitoring, and implementation support |
| 4 | National Centre of Excellence and Advanced Research on Anemia Control (NCEARA), AIIMS New Delhi | Technical guidance, research, training, capacity building |
| 5 | Strengthening Supply Chain and Logistics | Centralized procurement of IFA and Albendazole at state level; IFA on essential drug list; preventing stockouts at district and block levels |
| 6 | AMB Dashboard - One Stop Digital Portal | Real-time monitoring of IFA coverage, hemoglobin data, program progress; supports accountability and KPI-based reviews and awards |
ANEMIA MUKT BHARAT
6×6×6
6 Groups → Life Cycle Approach
6 Interventions → TEST · TREAT · TALK + Supply + Fortify + Non-nutritional
6 Institutions → Coordination · PMU · AIIMS · Convergence · Supply Chain · Dashboard
TARGET: Reduce anemia by 3% per year
RMNCH+A PROGRAMME AND 5×5 matrix for high impact RMNCH+A interventions.
RMNCH+A programme India 5x5 matrix high impact interventions life stages continuum of care
https://journalofcomprehensivehealth.co.in/rmncha-a-strategi…
| Programme | Period |
|---|---|
| National Nutritional Anaemia Prophylaxis Programme | 1970 |
| Child Survival and Safe Motherhood (CSSM) | 1992 |
| Reproductive and Child Health (RCH) Phase I | 1997 |
| RCH Phase II (under NRHM) | 2005 |
| RMNCH+A Strategic Approach | 2013 |
| Indicator | Target by 2017 |
|---|---|
| Infant Mortality Rate (IMR) | ≤ 25 per 1,000 live births |
| Maternal Mortality Ratio (MMR) | ≤ 100 per 1,00,000 live births |
| Total Fertility Rate (TFR) | 2.1 |
| Child Sex Ratio (0-6 yrs) | Increase at 0.6% per year from 914 (Census 2011) |
| Anemia in adolescent girls | Reduce at 6% per year |
"To be Implemented with High Coverage and High Quality"
| Thematic Area | 5 High-Impact Interventions |
|---|---|
| 1. Reproductive Health | 1. Focus on birth spacing - PPIUCD (Post-Partum Intra-Uterine Contraceptive Device) at high case-load facilities |
| 2. Focus on interval IUCD at all facilities including sub-centres on fixed days | |
| 3. Home Delivery of Contraceptives (HDC) and Ensuring Spacing at Birth (ESB) through ASHAs | |
| 4. Pregnancy Testing Kits (PTK - "Nischay Kits") and strengthening comprehensive abortion care services | |
| 5. Maintaining quality sterilization services | |
| 2. Maternal Health | 1. Use MCTS (Mother and Child Tracking System) to ensure early registration and full ANC |
| 2. Detect high-risk pregnancies (including severe anaemia) and ensure appropriate management | |
| 3. Equip delivery points with highly trained HR; ensure access to Emergency Obstetric Care (EmOC) through FRUs; add MCH wings | |
| 4. Review maternal, infant and child deaths for corrective action | |
| 5. Distribute Misoprostol to women in 8th month of pregnancy for home deliveries; incentivize ANMs for domiciliary care | |
| 3. Newborn Health | 1. Early initiation and exclusive breastfeeding |
| 2. Home-Based Newborn Care (HBNC) through ASHAs | |
| 3. Essential Newborn Care and resuscitation services at all delivery points | |
| 4. Special Newborn Care Units (SNCUs) with trained HR | |
| 5. Community-level use of Gentamycin by ANMs (for neonatal sepsis) | |
| 4. Child Health | 1. Complementary feeding, IFA supplementation, and focus on nutrition |
| 2. Diarrhoea management at community level using ORS and Zinc | |
| 3. Management of pneumonia at community and facility level | |
| 4. Full immunization coverage | |
| 5. RBSK (Rashtriya Bal Swasthya Karyakram) - screening for 4Ds (Birth Defects, Development Delays, Deficiencies, Diseases) | |
| 5. Adolescent Health | 1. Address teenage pregnancy and increase contraceptive prevalence in adolescents |
| 2. Community-based services through peer educators | |
| 3. Strengthen ARSH (Adolescent Reproductive and Sexual Health) clinics | |
| 4. Roll out National Iron Plus Initiative (NIPI) including weekly IFA supplementation | |
| 5. Promote menstrual hygiene |
| 5 Interventions | |
|---|---|
| Health Systems Strengthening | 1. Caseload-based deployment of HR at all levels |
| 2. Ambulances, drugs, diagnostics, and reproductive health commodities | |
| 3. Health education, demand promotion, and Behaviour Change Communication (BCC) | |
| 4. Supportive supervision and use of data for monitoring/review, including scorecards based on HMIS | |
| 5. Public grievance redressal, client satisfaction, and patient safety through quality assurance |
RMNCH+A 5 × 5 MATRIX
┌─────────────────────────────────────────────┐
│ 5 THEMATIC AREAS × 5 INTERVENTIONS EACH │
├──────────────┬──────────────────────────────┤
│ Reproductive │ PPIUCD, Interval IUCD, HDC, │
│ Health │ Nischay Kit, Sterilization │
├──────────────┼──────────────────────────────┤
│ Maternal │ MCTS/ANC, High Risk Px, │
│ Health │ EmOC/FRU, Death Review, │
│ │ Misoprostol/domiciliary │
├──────────────┼──────────────────────────────┤
│ Newborn │ Breastfeeding, HBNC, ENC, │
│ Health │ SNCU, Gentamycin │
├──────────────┼──────────────────────────────┤
│ Child │ Compl. feeding, ORS+Zinc, │
│ Health │ Pneumonia, Immunization, RBSK │
├──────────────┼──────────────────────────────┤
│ Adolescent │ Teen pregnancy, Peer ed., │
│ Health │ ARSH, NIPI/IFA, Menstrual Hx │
└──────────────┴──────────────────────────────┘
in detail about National Vector Borne Disease Control Program
States are responsible for planning, implementation, and supervision.
| Disease | Vector |
|---|---|
| Malaria | Anopheles mosquito |
| Filariasis | Culex mosquito |
| Japanese Encephalitis | Culex mosquito |
| Dengue | Aedes aegypti mosquito |
| Chikungunya | Aedes aegypti mosquito |
| Kala-azar | Sand flies (Phlebotomus) |
| Year | Milestone |
|---|---|
| Before 1953 | ~75 million malaria cases; 0.8 million deaths annually |
| 1953 | National Malaria Control Programme launched (1st Five Year Plan) |
| 1958 | Converted to National Malaria Eradication Programme |
| 1971 | Urban Malaria Scheme launched |
| 2003 | Introduction of RDTs (Rapid Diagnostic Tests) |
| 2012 | Bivalent RDTs (for both P. vivax and P. falciparum) introduced |
| 2016 | National Framework for Malaria Elimination 2016-2030 launched |
| Year | Target |
|---|---|
| 2016 | All States/UTs include malaria elimination in health policies |
| 2020 | All Category 1 states achieve zero indigenous cases; all Category 2 states enter Category 1 |
| 2022 | Zero indigenous cases in all Category 1 and 2 states/UTs (26 states) |
| 2024 | 31 states/UTs interrupt malaria transmission; 5 Category 3 states enter elimination phase |
| 2027 | Entire country - zero indigenous cases and deaths |
| 2030 | Zero indigenous cases sustained for 3 consecutive years; India initiates WHO certification process |
| Category | Definition | Examples |
|---|---|---|
| Category 0 | Zero indigenous cases (Prevention of re-establishment) | No state currently |
| Category 1 | API < 1, all districts with API < 1 (Elimination phase) | HP, Punjab, J&K, Kerala, Delhi, Goa (15 states/UTs) |
| Category 2 | API < 1, but some districts with API ≥ 1 (Pre-elimination phase) | Bihar, TN, UP, WB, Assam, Gujarat (11 states) |
| Category 3 | API ≥ 1 (Intensified control phase) | Odisha, Jharkhand, MP, Chhattisgarh, NE states (10 states/UTs) |
| Parameter | Full Form | Definition |
|---|---|---|
| API | Annual Parasite Incidence | Confirmed cases per 1000 population/year |
| ABER | Annual Blood Examination Rate | Blood smears examined per 100 population/year (target ≥10%) |
| SPR | Slide Positivity Rate | % of slides found positive |
| SfPR | Slide falciparum Positivity Rate | % positive slides with P. falciparum |
| PfR | P. falciparum Ratio | % of total positives that are P. falciparum |
| Strategy | Detail |
|---|---|
| Enhanced case detection | rK39 rapid diagnostic kits introduced |
| Treatment | Oral Miltefosine; Single-dose Liposomal Amphotericin B (10 mg/kg IV) - provided free by WHO |
| Vector control | Synthetic pyrethroid replacing DDT for indoor fogging (sandfly resistance to DDT) |
| Active case search | "Kala-azar Fortnight" - quarterly door-to-door search |
| Incentives | ASHA: Rs 300 per identified case; Rs 100-200 for spray rounds; Patient: Rs 500 compensation for hospital stay, Rs 2000 for PKDL |
| Disease | Vector | Programme Started | Key Intervention | Target |
|---|---|---|---|---|
| Malaria | Anopheles | 1953 | IRS, ITNs, ACT, RDT, ACD | Elimination by 2030 |
| Filariasis | Culex | 1955 | Annual MDA (DEC+Alb) | Elimination (MfR <1%) |
| Kala-azar | Sandfly | 1990-91 | rK39 kit, Miltefosine, LAmB | Elimination |
| JE | Culex | Under NVBDCP | SA 14-14-2 vaccine, vector control | Zero deaths |
| Dengue | Aedes | Under NVBDCP | IVM, sentinel surveillance, case mgmt | Outbreak control |
| Chikungunya | Aedes | Under NVBDCP | Same as dengue (shared vector) | Outbreak control |
Write goals, specific objectives, strategies in detail for National Ads Control Program Phase 5 and write full form of ICTC and PPTCT, and describe activities carried out at ICTC.
NACP Phase 5 National AIDS Control Programme goals objectives strategies India 2021 NACO
https://www.gsacsonline.org/e-citizen/nacp
ICTC activities Integrated Counselling Testing Centre PPTCT Prevention Parent to Child Transmission HIV India NACO
https://www.impriindia.com/insights/policy-update/india-hiv-…
| Year | Milestone |
|---|---|
| 1986 | First HIV case detected; AIDS Task Force set up by ICMR; National AIDS Committee established |
| 1990 | Medium Term Plan launched (4 states + 4 metros) |
| 1992 | NACP-I launched; NACO set up; National AIDS Control Board constituted |
| 1999 | NACP-II begins - behaviour change, decentralization, NGO involvement; SACAs established |
| 2002 | National AIDS Control Policy adopted; PPTCT programme started |
| 2004 | Anti-Retroviral Treatment (ART) initiated |
| 2007 | NACP-III launched (2007-2012) |
| 2014 | NACP-IV launched (2012-2017) |
| 2017 | National Strategic Plan for HIV/AIDS and STIs 2017-2024; HIV and AIDS (Prevention and Control) Act, 2017 |
| 2021 | NACP-V launched (2021-2026) |
End the HIV/AIDS epidemic as a public health threat by 2030, through a comprehensive package of prevention, detection and treatment services, in alignment with the UN Sustainable Development Goal 3.3.
| Goal | Target |
|---|---|
| Goal 1 | Reduce annual new HIV infections by 80% by 2025-26 from the 2010 baseline |
| Goal 2 | Reduce AIDS-related mortalities by 80% by 2025-26 from the 2010 baseline |
| Goal 3 | Achieve dual elimination of vertical transmission of HIV and syphilis |
| Goal 4 | Promote universal access to quality STI/RTI services for at-risk and vulnerable populations |
| Goal 5 | Eliminate HIV/AIDS-related stigma and discrimination |
| Feature | Detail |
|---|---|
| Started | 2002 |
| Coverage | >15,000 ICTCs offering PPTCT services |
| Approach | Universal screening of all pregnant women (opt-out) |
| Treatment | Lifelong ART regardless of CD4 count (Option B+) |
| Infant diagnosis | HIV-DNA PCR at 6 weeks (Early Infant Diagnosis) |
| Goal | Eliminate mother-to-child transmission (MTCT rate <2%) |
| Integration | With RCH programme at all levels |
| Indicator | Status (2020) |
|---|---|
| Adult HIV prevalence | 0.22% |
| PLHIV | ~23.18 lakh (2.3 million) |
| PLHIV aware of status | 78% (target: 95%) |
| PLHIV on ART | 83% of those diagnosed (target: 95%) |
| Viral suppression | 85% of those on ART (target: 95%) |
| New infections reduced | 46% reduction from 2010 to 2021 (target: 80%) |
Herd immunity with example and factor affecting it
Herd immunity (also called community immunity) describes a type of immunity that occurs when the vaccination of a sufficient proportion of a population (the "herd") provides indirect protection to unprotected individuals.
IMMUNE person → CANNOT transmit → Susceptible person is protected indirectly
When most people are immune:
Infectious person → Mostly contacts IMMUNE people → Chain breaks → Epidemic dies out
HIT = 1 - (1/R₀)
| Disease | R₀ (approx.) | Herd Immunity Threshold |
|---|---|---|
| Measles | 12-18 | ~92-95% |
| Polio | 5-7 | ~80-85% |
| Mumps | 4-7 | ~75-86% |
| Rubella | 5-7 | ~80-85% |
| Diphtheria | 6-7 | ~83-85% |
| Smallpox | 5-7 | ~80-85% |
| COVID-19 (original) | 2-3 | ~50-67% |
| Influenza | 2-3 | ~50-67% |
It is neither possible nor necessary to achieve 100% herd immunity to halt an epidemic or control disease - as demonstrated by the eradication of smallpox and poliomyelitis.
| Element | Description |
|---|---|
| (a) Clinical and subclinical infection | Natural infection (with or without symptoms) confers immunity, building herd immunity over time |
| (b) Immunization of the herd | Vaccination rapidly and safely raises herd immunity without the cost of natural infection |
| (c) Herd structure | The composition and contact patterns of the population |
| Factor | Effect on Herd Immunity |
|---|---|
| Transmissibility (R₀) | Higher R₀ → Higher threshold needed (e.g., measles needs ~95% immunity) |
| Virulence | More virulent organisms may require higher immunity levels to contain |
| Ability to cause subclinical infection | Subclinical infections contribute silently to building herd immunity |
| Antigenic stability | Organisms that mutate frequently (e.g., influenza) can escape established immunity; herd immunity is short-lived |
| Survival outside host | Organisms like tetanus that persist in soil are not controlled by herd immunity |
| Factor | Effect |
|---|---|
| Proportion immune | Higher proportion immune → stronger herd protection |
| Natural immunity from past infection | Contributes to overall herd immunity level |
| Vaccine-induced immunity | Vaccination is the primary tool to raise herd immunity |
| Waning immunity | If immunity wanes over time (natural or vaccine-induced), herd immunity levels drop |
| New births (non-immune) | Continuous addition of non-immune newborns reduces herd immunity over time; continuous immunization programmes are essential |
| Deaths | Removal of immune individuals |
| Population mobility/migration | Movement of susceptible non-immune individuals into an immune community lowers local herd immunity |
| Vaccine efficacy | A less effective vaccine requires a higher vaccination coverage to achieve HIT |
| Vaccine coverage | Low vaccine coverage → herd immunity threshold not reached |
| Vaccine hesitancy/refusal | Religious or personal objection to vaccination (e.g., focal measles outbreaks in communities opposing immunization) reduces coverage |
"Herd structure is never constant. It is subject to constant variation because of new births, deaths and population mobility."
| Factor | Effect |
|---|---|
| Ongoing immunization programme | Keeps herd immunity at a high level continuously |
| Type of vaccine | Live attenuated vaccines generally produce stronger, longer-lasting immunity |
| Age of immunization | Delay in immunization leaves birth cohorts susceptible |
| Cold chain maintenance | Failure reduces vaccine potency and effective coverage |
| Herd immunity type | Natural infection-acquired immunity often stronger but at higher cost (disease, death) |
| Disease/Condition | Reason |
|---|---|
| Tetanus | Spore-forming organism in soil; not transmitted person-to-person |
| Zoonoses (e.g., Rabies) | Animal reservoir; human herd immunity insufficient |
| Vector-borne diseases | If vector not controlled, human immunity alone insufficient |
| Non-communicable diseases | Concept does not apply |
KEY FORMULA: HIT = 1 - (1/R₀)
High R₀ (Measles = 15) → HIT = 1 - (1/15) = 93%
Low R₀ (Flu = 2) → HIT = 1 - (1/2) = 50%
Factors LOWERING herd immunity:
→ New births (unvaccinated)
→ Migration of susceptibles
→ Waning immunity
→ Vaccine hesitancy
→ Antigenic drift of pathogen
Factors RAISING herd immunity:
→ Ongoing immunization programmes
→ Natural infection
→ High vaccine efficacy + coverage