Health policy analysis and planning

In short

Health policy analysis asks how health policies are made, by whom, in whose interest, and why they succeed or fail; health planning is the technical exercise of converting a policy's intent into targets, activities, budgets and a timetable. Both are needed because a well-written policy with no implementable plan, or a plan with no political backing, produces no health gain — India's successive five-year plans, the National Health Policy 1983/2002/2017 and the National Health Mission are the standard case material. The topic is examined in MPH, MD Community Medicine and MHA papers on health policy and management, in UPSC and state public-service health-administration papers, and in NET/JRF Social Medicine and Community Health. It is used daily in state Programme Implementation Plan (PIP) preparation, NHM district planning, NGO and donor proposal design, and in policy-analyst roles at NITI Aayog, PHFI, NHSRC, WHO India, the Gates Foundation and large consultancies.

Explained

What health policy is, and the kinds of policy

• Health policy: a statement of intent, with decisions and actions attached, by a government or organisation on the health of a population — covering goals, priorities, resource allocation and the rules that govern providers.
• Policy instruments: law and regulation (Clinical Establishments Act, 2010), financing (Ayushman Bharat PM-JAY), direct public provision (district hospitals), information and persuasion (anti-tobacco campaigns), and organisational change (creation of Health and Wellness Centres / Ayushman Arogya Mandirs).
• Levels: macro (national health policy), meso (state policy, programme guidelines), micro (facility protocols, standard treatment guidelines).
• Types by content: *regulatory* (licensing, drug price control), *distributive* (free drugs, insurance), *redistributive* (progressive financing, subsidies to the poor), *constituent* (setting up a new authority such as the National Medical Commission).
• Policy vs plan vs programme vs project: policy = intent and direction; plan = resourced sequence of actions to achieve it; programme = continuing set of activities (NTEP, RMNCH+A); project = time-bound, with a defined end.
• Health in All Policies (HiAP): recognises that housing, water, air, food, tobacco, alcohol, road design and education policies determine more health than health services do; demands intersectoral coordination.

The policy cycle and the actors who drive it

1. Problem identification and issue recognition — a condition becomes a *problem* when data, advocacy or a focusing event (an epidemic, a court order, a media exposé) makes it unacceptable.
2. Agenda setting — Kingdon's *three streams*: a recognised problem, an available policy solution, and favourable politics; when a policy window opens, a *policy entrepreneur* couples the three. Explains why COVID-19 moved oxygen-plant and public-health-cadre proposals in months.
3. Policy formulation — options generated and appraised on effectiveness, cost, equity, feasibility and acceptability; typically via committees (expert groups, Parliamentary Standing Committee on Health).
4. Policy adoption / legitimation — Cabinet approval, Act of Parliament, gazette notification, budget line.
5. Implementation — the stage that fails most often; "street-level bureaucrats" (the ANM, ASHA, medical officer) reinterpret policy at the point of delivery.
6. Monitoring and evaluation — process, output, outcome and impact indicators; feeds back to reformulation.
7. Models of decision-making: *rational* (full information, optimal choice — rarely true); *incrementalism* (Lindblom's "muddling through" — small changes on last year's budget, which is how most Indian health budgets actually move); *mixed scanning* (Etzioni, a middle path); *garbage-can* (choices, problems and solutions collide more or less by chance); *bounded rationality* (Simon — "satisficing", not optimising).
8. Actors: central and state health departments, MoHFW, NITI Aayog, Finance Ministry, state finance departments, the National Medical Commission, professional associations (IMA), private hospital chains, insurers, pharma industry, unions, civil society (Jan Swasthya Abhiyan), media, courts (public-interest litigation under Article 21), development partners (WHO, UNICEF, World Bank).
9. Health is a State subject in the Seventh Schedule (State List entry 6 — public health, sanitation, hospitals and dispensaries); population control and family planning, medical education and adulteration of foodstuffs and drugs are in the Concurrent List. So almost every national health policy must be implemented through willing states — the central lever is conditional finance.

Frameworks for analysing a policy

• Walt and Gilson health policy triangle — analyse any policy on four interacting elements: content (what the policy says), context (situational, structural, cultural, international), process (how it was made and implemented) and actors (at the centre, with their power and interests). The single most-asked framework in MPH exams.
• Retrospective vs prospective analysis: *analysis of policy* (what happened and why — e.g. why the 1983 policy's targets were missed) vs *analysis for policy* (which option should be chosen — a policy brief).
• Stakeholder analysis: list actors → assess *position* (support/neutral/oppose), *power* (ability to block or enable), *interest*, *alliances* → map on a power-interest grid (manage closely / keep satisfied / keep informed / monitor) → design strategies to convert opponents or build coalitions.
• Policy implementation models: *top-down* (Pressman and Wildavsky — implementation gap grows with the number of clearance points) and *bottom-up* (Lipsky — front-line discretion); the realistic view is "principled, negotiated" implementation.
• Political feasibility checks: who gains, who loses, how concentrated the loss is; concentrated losses with diffuse gains (e.g. regulating private clinics) are the hardest to pass.
• Other analytic tools: force-field analysis (driving vs restraining forces), problem tree / objective tree, fishbone (cause) diagram, PESTEL for context, SWOT for the organisation.

Health planning: principles, types and the cycle

• Health planning: the orderly process of defining health problems, identifying unmet needs and the resources to meet them, setting priorities and realistic objectives, and projecting the administrative action needed.
• Types: by *time* — long-range/perspective (10–25 years), medium-term (3–5 years, the old Five-Year Plan form), annual (NHM PIP); by *direction* — top-down (central norms) vs bottom-up (village → block → district → state, as mandated for NHM district health action plans); by *scope* — strategic, operational/tactical, contingency; by *approach* — normative (what ought to be, e.g. IPHS norms), incremental, and programming by objectives.
• Planning cycle (the standard eight steps):
  1. Situation analysis — demography, disease burden, determinants, service availability, utilisation, resources, stakeholders.
  2. Problem identification and priority setting.
  3. Setting goals, objectives and targets — SMART (specific, measurable, achievable, relevant, time-bound).
  4. Generating and appraising alternative strategies — technical feasibility, cost-effectiveness, equity, acceptability.
  5. Resource and budget estimation — manpower, money, materials, time; normative (per-norm) or workload-based (WISN) staffing.
  6. Writing the plan of action — activities, responsibility, timeline (Gantt), assumptions.
  7. Implementation — organisation, logistics, training, supervision.
  8. Monitoring and evaluation — then replanning, closing the loop.
• Priority-setting criteria (the "magnitude–severity–vulnerability–feasibility" set): size of the problem (prevalence, incidence), seriousness (mortality, DALYs, outbreak potential), availability of an effective intervention, community concern, cost and feasibility, equity, political commitment. Formal tools include the Hanlon / Basic Priority Rating method and the burden–intervention matrix.
• Logical framework (log frame) matrix: four rows — goal, purpose/outcome, outputs, activities — against four columns — narrative summary, objectively verifiable indicators, means of verification, assumptions/risks. Standard requirement for donor-funded Indian health projects.
• Programme management tools: Gantt chart (bar schedule), PERT/CPM networks (critical path, slack), milestone charts, management by objectives (MBO), Health Management Information System / HMIS as the monitoring backbone.
• Monitoring vs evaluation: monitoring is continuous tracking of inputs, processes and outputs against plan; evaluation is periodic judgement of relevance, efficiency, effectiveness, impact and sustainability. Donabedian classifies evaluation as structure, process, outcome. Evaluation designs: formative, summative, mid-term, end-line, process, impact (with comparison group).

Indian health policy and planning: the record

• Committees that shaped policy: Bhore (1946) — integrated preventive-curative service, primary health centres, no private practice by government doctors, three-month social-medicine training; Mudaliar (1962) — strengthen district hospitals, consolidate rather than expand PHCs; Chadha (1963) — basic health workers; Mukherjee (1965/66) — separate malaria and family planning staff; Jungalwalla (1967) — integration of health services; Kartar Singh (1973) — multipurpose health workers; Shrivastav (1975) — community health workers / ROME scheme (led to the 1977 Rural Health Scheme); Bajaj (1986) — health manpower planning; National Commission on Macroeconomics and Health (2005); High Level Expert Group on UHC (2011, Planning Commission) — recommended public health spending of 2.5% of GDP, free essential drugs, a public-provision-led route to universal health coverage.
• National Health Policy 1983 — first explicit policy; universal primary health care by 2000, decentralisation, private-sector role.
• National Health Policy 2002 — reduce inequity, public expenditure to 2% of GDP, more role for the private sector and ISM&H, disease-specific targets.
• National Health Policy 2017 (current; replaced 2002) — goal of the highest possible level of health "through a preventive and promotive health-care orientation"; key commitments: public health expenditure to 2.5% of GDP by 2025, states to raise health spending to more than 8% of their budget, two-thirds of resources to primary care, free drugs and diagnostics and emergency care in public facilities, time-bound disease-elimination goals, a Health and Wellness Centre platform, strategic purchasing from the private sector, and public-health cadres in states. Several targets have slipped; expenditure remains near 1.8–2% of GDP on recent National Health Accounts estimates, so quote the policy target and the latest NHA estimate separately rather than as achieved.
• Planning architecture: the Planning Commission and Five-Year Plans ended; NITI Aayog (2015) now does strategy, co-operative federalism and evaluation (its Development Monitoring and Evaluation Office absorbed the Programme Evaluation Organisation), and publishes the Health Index ("Healthy States, Progressive India") ranking states on 20-plus indicators. The Fifteenth Finance Commission (award period 2021-26) recommended health-sector grants routed through local governments — rural and urban local bodies — for primary health infrastructure such as diagnostic labs, health units and sub-centres; the Sixteenth Finance Commission's award period began on 1 April 2026.
• Chief central vehicles: National Health Mission (NRHM 2005 + NUHM 2013) with its annual state PIP approved by the National Programme Coordination Committee; Ayushman Bharat — Health and Wellness Centres (renamed Ayushman Arogya Mandirs) for comprehensive primary care and PM-JAY for secondary/tertiary hospitalisation cover of ₹5 lakh per family per year, with coverage extended to all citizens aged 70 and above under Ayushman Vay Vandana; PM Ayushman Bharat Health Infrastructure Mission (PM-ABHIM) for critical-care blocks, public-health labs and surveillance; Ayushman Bharat Digital Mission (ABHA ID, Health Facility and Healthcare Professionals Registries); National Digital Health Blueprint as its design basis.
• Standards and legal anchors used in planning: Indian Public Health Standards (IPHS), 2022 edition, set staffing, drugs, equipment and infrastructure norms for Health and Wellness Centres, sub-centres, PHCs, CHCs, sub-district and district hospitals, and are the benchmark for gap analysis; rural facility population norms come from the Rural Health Statistics series (broadly 1 sub-centre per 5,000 plain / 3,000 hilly-tribal population, 1 PHC per 30,000 / 20,000, 1 CHC per 1,20,000 / 80,000); the Clinical Establishments (Registration and Regulation) Act, 2010 provides the regulatory basis in adopting states; NQAS / Kayakalp / LaQshya are the quality-assurance instruments; NABH accreditation is voluntary and is an empanelment criterion in several schemes.
• Decentralised planning: the 73rd and 74th Constitutional Amendments place health, sanitation, hospitals and dispensaries in the Eleventh and Twelfth Schedules; Village Health Sanitation and Nutrition Committees, Rogi Kalyan Samitis, block and district health societies, and Jan Arogya Samitis at Health and Wellness Centres are the planning and untied-fund units. District Health Action Plans are to be built bottom-up from facility and village plans.

Why policies fail — and how analysis prevents it

• Implementation gap: vertical programmes competing for the same staff; vacancies (specialist shortfalls at CHCs are large in the Rural Health Statistics series); delayed fund flow and low absorption; procurement failure; weak supervision.
• Political economy: powerful organised interests (private hospital associations, drug industry, medical associations) resist regulation and price control; patients are unorganised.
• Data weaknesses: planning built on HMIS reporting rather than on population surveys (NFHS, SRS, NSS, National Health Accounts, GBD estimates); numerator-denominator mismatch inflates coverage.
• Capacity: absence of a dedicated public health cadre in most states means clinicians do planning as an added duty — NHP 2017 and later central advisories press states to create one; adoption is uneven.
• Equity blind spots: state averages hide district and social-group gaps; aspirational districts, tribal and urban-slum populations need separate planning.
• Correctives: stakeholder analysis before launch, pilots with evaluation, phased rollout, performance-linked incentives, published dashboards, social audit and community monitoring, and a formal policy brief route into decision-making.

Key points

• Health policy - a statement of intent plus decisions and resources that shape who gets what health care and under what rules.
• Policy cycle - problem identification → agenda setting → formulation → adoption → implementation → monitoring and evaluation → reformulation.
• Walt and Gilson triangle - content, context, process and actors; actors sit at the centre and connect the other three.
• Kingdon's streams - problem + policy + politics must meet in an open policy window for an issue to reach the agenda.
• Incrementalism - most real budgets and policies move in small steps from last year's position, not by rational optimisation.
• Analysis of vs for policy - retrospective explanation versus prospective option appraisal (the policy brief).
• Stakeholder analysis - map actors by power and position; strategy follows the quadrant they fall in.
• Planning cycle - situation analysis, priority setting, SMART objectives, strategy appraisal, budgeting, plan of action, implementation, evaluation.
• SMART objectives - specific, measurable, achievable, relevant, time-bound; a target without a number and a date is not an objective.
• Log frame - goal, outcome, outputs, activities × narrative, indicators, means of verification, assumptions.
• Monitoring vs evaluation - continuous tracking against plan versus periodic judgement of relevance, effectiveness, impact and sustainability.
• Donabedian - evaluate structure, process and outcome.
• Bhore Committee 1946 - the foundation document of Indian health planning; integrated preventive and curative care through primary health centres.
• NHP 2017 - current national policy; 2.5% of GDP target by 2025, two-thirds of resources to primary care, free drugs and diagnostics, HWC platform.
• IPHS 2022 - current facility norms used for gap analysis in district and state planning.
• Health is a State subject (family planning, medical education and food/drug adulteration are Concurrent) - the centre steers mainly through conditional funds such as the NHM PIP.
• NITI Aayog - replaced the Planning Commission; Health Index and the Development Monitoring and Evaluation Office (which absorbed the Programme Evaluation Organisation).
• Implementation gap - widens with each additional clearance point and with front-line discretion; the commonest reason good policy yields no health gain.

Formulas and examples

Example 1 — facility and staffing gap for a district plan. A plains district has a projected population of 18,00,000. Norms: 1 sub-centre per 5,000, 1 PHC per 30,000, 1 CHC per 1,20,000. It has 300 sub-centres, 48 PHCs and 11 CHCs.

• Required sub-centres = 18,00,000 ÷ 5,000 = 360 → gap = 360 − 300 = 60.
• Required PHCs = 18,00,000 ÷ 30,000 = 60 → gap = 60 − 48 = 12.
• Required CHCs = 18,00,000 ÷ 1,20,000 = 15 → gap = 15 − 11 = 4.
• Staffing: each CHC needs 4 specialists by norm → 15 × 4 = 60 specialists required; if 22 are in position, shortfall = 38, i.e. 63.3% of requirement unfilled. This gap table is the opening page of an NHM district health action plan.

Example 2 — priority setting with the Basic Priority Rating. Three problems scored by a district team (0–10 scales):

• Ranking: dengue (45.3) > anaemia (44.3) > road injury (36.7). Anaemia and dengue are nearly tied, so the PEARL factors (Propriety, Economics, Acceptability, Resources, Legality) and equity decide; anaemia affects a far larger number and is cheap to address, which is why it usually wins in practice. The example shows the arithmetic ranking must be read with judgement, not mechanically.

Example 3 — SMART objective, budget and unit cost. Objective: "Raise full-immunisation coverage of 12–23-month-olds in Block X from 68% to 90% by 31 March 2028."

• Eligible cohort = 2.4% of a block population of 1,25,000 = 3,000 children.
• Children covered at 68% = 2,040; at 90% = 2,700 → 660 additional children to be reached.
• Plan: 24 extra outreach sessions per month × 12 months = 288 sessions; cost per session ₹1,800 (vaccinator, ASHA incentive, logistics, cold chain) → 288 × ₹1,800 = ₹5,18,400 per year.
• Unit cost of the additional coverage = 5,18,400 ÷ 660 = ₹785.45 per additional child fully immunised — the number a planner must defend against alternatives (e.g. tracking dropouts through HMIS at a lower unit cost).

Example 4 — budget absorption and a population projection. A state's NHM PIP approves ₹1,240 crore; expenditure to 31 March is ₹868 crore.

• Absorption = 868 ÷ 1240 × 100 = 70.0%; unspent ₹372 crore, which typically reduces the next year's approval — the standard finding in a process evaluation.
• Projection for a 5-year perspective plan: P0 = 18,00,000 with r = 1.2% per year → P5 = 18,00,000 × (1.012)⁵ = 18,00,000 × 1.06146 = 19,10,622 (≈19.11 lakh). Sub-centres then required = 19,10,622 ÷ 5,000 ≈ 382, so a plan sized on today's population under-builds by 22 sub-centres.

Example 5 — comparing planning approaches.

Where it is used

• State and district health administration: preparing the annual NHM Programme Implementation Plan, District Health Action Plans, IPHS gap analysis, and the monthly HMIS review — the core work of a District Programme Manager or State Programme Officer.
• Policy institutions and think tanks: NITI Aayog, National Health Systems Resource Centre, National Health Authority (PM-JAY), ICMR, state health systems resource centres, PHFI, IIPS, Centre for Policy Research — policy briefs, costing studies, Health Index computation.
• Development partners and NGOs: WHO India, UNICEF, UNFPA, the Global Fund, Gates Foundation, Jhpiego, PATH, Karuna Trust, SEARCH — log-frame proposals, situation analyses, mid-term and end-line evaluations.
• Hospital and insurer management: MHA/MBA roles in hospital strategic plans, service-line planning, NQAS and NABH preparation, PM-JAY and state-scheme empanelment and package-rate negotiation.
• Consulting, CSR and research roles: health practices at Deloitte, EY, KPMG, Sattva and corporate CSR teams designing and evaluating health interventions against SDG 3 targets.
• Teaching and examinations: MPH/MD Community Medicine theory and viva, MHA planning papers, UPSC and state health-service recruitment, and competitive social-medicine papers.

Interview questions

• Q: What is the difference between a health policy and a health plan? A: A policy is a statement of intent, priorities and rules; a plan is the resourced, time-bound sequence of activities, budgets and responsibilities that turns that intent into delivery.
• Q: Describe the Walt and Gilson policy triangle. A: It analyses a policy through four interacting elements — content, context, process and actors — with actors at the centre because their power and interests shape the other three.
• Q: What are the steps in the health planning cycle? A: Situation analysis, problem identification and priority setting, SMART objectives, appraisal of alternative strategies, resource and budget estimation, plan of action, implementation, and monitoring and evaluation feeding back into replanning.
• Q: Why do good health policies often fail in India? A: Mainly at implementation — staff vacancies and competing vertical programmes, delayed fund flow and low absorption, weak supervision, and resistance from organised interests when the policy regulates them.
• Q: What are the main commitments of the National Health Policy 2017? A: Public health spending of 2.5% of GDP by 2025 and over 8% of state budgets, two-thirds of resources to primary care through Health and Wellness Centres, free drugs, diagnostics and emergency care in public facilities, time-bound disease-elimination goals and strategic purchasing from the private sector.
• Q: Health is a State subject — how does the centre still drive health policy? A: Through conditional finance and centrally sponsored schemes (NHM with its approved state PIP, PM-JAY, PM-ABHIM), national norms such as IPHS, Concurrent List powers over family planning, medical education and drug/food adulteration, and Finance Commission grants.
• Q: What is the implementation gap, and which model explains it? A: The shortfall between what a policy promises and what is delivered; Pressman and Wildavsky's top-down model shows it widens with each clearance point, while Lipsky's bottom-up view attributes it to front-line discretion.
• Q: How is monitoring different from evaluation? A: Monitoring is continuous internal tracking of inputs, processes and outputs against the plan; evaluation is a periodic, often external judgement of relevance, efficiency, effectiveness, impact and sustainability.
• Q: What does a log frame contain? A: A matrix of goal, outcome, outputs and activities against narrative summary, objectively verifiable indicators, means of verification, and assumptions or risks.
• Q: How would you set priorities with a fixed district budget? A: Score problems on size, seriousness and effectiveness of available intervention (for example the Basic Priority Rating), check feasibility with PEARL factors and equity, then confirm with cost-effectiveness and local stakeholder acceptability.
• Q: Which committee laid the foundation of Indian health planning, and what did it recommend? A: The Bhore Committee (1946) — integration of preventive and curative services, a three-tier structure built on primary health centres, short-term and long-term manpower plans, and a social-medicine orientation in medical education.
• Q: What replaced the Planning Commission, and what does it do in health? A: NITI Aayog — strategy and co-operative federalism rather than plan allocations; it publishes the Health Index and, through its Development Monitoring and Evaluation Office, runs programme evaluation (the former Programme Evaluation Organisation).
• Q: A state refuses to adopt a central policy. How do you analyse the situation? A: Do a stakeholder analysis mapping power and position, identify what the state gains or loses fiscally and politically, look for a policy window and an entrepreneur, and redesign the incentive (matching grant, flexibility, phasing) rather than restating the mandate.

Common mistakes

• Treating policy formulation as the whole subject and skipping implementation and evaluation — examiners weight the policy cycle's later stages heavily.
• Quoting the National Health Policy 2002 or the Five-Year Plans as current; the 2017 policy is in force and plan-based allocation ended with NITI Aayog.
• Confusing a goal with an objective and an objective with a target, or writing objectives with no number, no baseline and no date.
• Saying the 2.5%-of-GDP target has been achieved; it is a policy commitment, and actual public health expenditure in National Health Accounts estimates is lower.
• Mixing up monitoring with evaluation, and output indicators (sessions held) with outcome indicators (coverage achieved) or impact (mortality reduced).
• Computing coverage with a wrong denominator — using registered beneficiaries instead of the eligible population inflates performance.
• Sizing a multi-year plan on the current population instead of the projected population, and ignoring vacancies when claiming facilities exist.
• Naming committees without their contribution, or misattributing them — Bhore (1946), Mudaliar (1962), Kartar Singh (1973) and Shrivastav (1975) are the ones most often swapped.

Related topics

Health systems in India: primary, secondary and tertiary care · Health financing and economic evaluation: cost-effectiveness and DALYs · Public health law in India · Global health: WHO, the SDGs and the International Health Regulations · Health management information systems and surveillance · Epidemiology: measures of disease burden