NR-555 · Week 2 of 8 · Determinant mapping and the causal pathway

NR-555 Week 2 Determinant Mapping: How to Write It

The short answer

Naming a social determinant is easy and worth almost nothing on a graduate scoring guide. The work at this stage is the pathway: showing, link by link, how a condition of daily life becomes a clinical outcome, and where along that chain a policy instrument could reach in. Transportation does not cause a missed dialysis session on its own; a discharge to a home in a county with no paratransit contract, on a schedule set by a treatment center twenty-two miles away, does. NR-555 Week 2 asks you to draw that chain in prose, with a source under every link that carries weight. Your section may print this as NR 555 or NR555; it is the same course. Chamberlain publishes no syllabi outside Canvas. The placement here is our teaching judgment from the course's catalog arc; your section's rubric decides what your week actually asks.

NR-555 Week 2 grading scale at Chamberlain, the criterion levels this assessment is scored on, from Chamberlain Tutors
How Chamberlain grades NR-555 Week 2, visualized by Chamberlain Tutors.

What NR-555 Week 2 asks for

A determinants stage sits between problem definition and policy design, and its function is causal. Having established that a failure exists and falls unevenly, you now have to explain the unevenness. The explanation cannot be a list. Lists of determinants read like a course glossary and they leave the grader with nothing to evaluate, because a list makes no claim that could be wrong.

The alternative is a mapped pathway with three properties. It moves in one direction, from an upstream condition through intermediate mechanisms to a measurable outcome. Each link is separately supported, so that a reader can accept two links and challenge a third without the whole argument collapsing. And it ends somewhere a decision-maker can act, which is what distinguishes a policy pathway from a public health lecture.

Take a woman discharged from a rehabilitation wing to an apartment on the second floor of a building with a broken elevator. The upstream conditions are housing stock and code enforcement. The intermediate mechanisms are reduced mobility, a canceled home health visit when the aide could not get equipment upstairs, and a wound check that did not happen on schedule. The outcome is a readmission eleven days later. Every one of those links is documented somewhere in the published literature as a general pattern, and the paper's job is to attach the general pattern to the specific chain rather than to assert the chain from the scene alone.

Expect written work at this stage to ask for the pathway plus a judgment about which link is most modifiable. That second half is where students lose points. A map with no verdict describes the world; the course wants you to say where an instrument would bite hardest, and to defend that choice against at least one alternative link a reasonable reader would have picked instead.

The NR-555 Week 2 method, step by step

Six moves for building a defensible causal pathway on paper.

  1. Fix the outcome first and make it measurable

    Start at the far end. Name an outcome that someone counts already: an unplanned transfer, a missed treatment, a delayed placement, a pressure injury acquired after a move. Working backwards from a countable outcome keeps the pathway disciplined; working forwards from a determinant produces an essay.

  2. Write the chain in numbered links before you write prose

    Four to six links, each a short declarative sentence with a verb that shows movement. If two links can be merged without losing an actor, merge them. If a link needs the word somehow, it is hiding a mechanism you have not identified yet.

  3. Put a citation under each link, separately

    Graders read pathways link by link. One heavily cited paragraph followed by three unsupported ones scores worse than four moderately supported ones, because the unsupported links are exactly where a skeptical reader stops.

  4. Mark which links are structural and which are proximal

    Structural links sit in law, zoning, payment and labor markets. Proximal links sit in a household or a building. Both belong in the map, and saying which is which prevents the common slide into writing that treats an individual behavior as the origin of a structural problem.

  5. Name the modifiable link and defend the choice

    Pick the link where an instrument could reach, and argue it against one alternative: why the elevator ordinance and not the home health visit schedule, or the reverse. The comparison is the analysis; without it a selection reads as a preference.

  6. Test the map against a case that does not fit

    Find one plausible situation your pathway fails to explain and say so in a sentence. A map that accounts for everything is a map nobody can check, and acknowledging its limit is a graduate move rather than a concession.

A layout and word budget for a determinants analysis

Our frame for a pathway paper, sized for roughly 1,100 to 1,400 words. It is our own outline rather than anything the university issues, and your week's rubric outranks it wherever the two disagree.

SectionWhat belongs in itWord target
Outcome and populationThe countable outcome at the end of the chain, the group it lands on, and the setting the count comes from.110 to 140
Upstream conditionsThe structural determinants at the origin, described as arrangements rather than as attributes of people.200 to 250
The intermediate linksThree or four mechanisms in sequence, each with an actor, a verb and its own supporting source.300 to 360
Where the burden concentratesThe comparison showing which subgroup travels the pathway more often, with both denominators present.200 to 240
The modifiable linkYour selection, the instrument class that could reach it, and the alternative link you rejected with reasons.200 to 250
Limits and closeOne case the pathway does not explain, and the question your next stage takes up.90 to 120

Evidence craft for pathway writing

Match the verb to the design behind the source. Cohort and cross-sectional work supports is associated with and predicts. Reserve causes and leads to for links where the evidence is experimental or where a strong quasi-experimental design exists, and say which. Policy readers notice causal verbs resting on correlational studies.

Keep the language of determinants off individuals. Write that a county has no fixed-route transit rather than that residents lack transportation, and that a building failed inspection rather than that a family lives in poor housing. The grammatical shift moves the problem back to the arrangement, which is where the instrument has to act.

Give geography a boundary. Determinants vary by census tract, county and state, and a claim untethered from a place cannot be checked. Name the jurisdiction whose data you are using, and note when a national figure is standing in for a local one you could not obtain.

Show the counterfactual once. Somewhere in the paper, write the sentence describing what the same discharge would have looked like with the upstream condition absent. That single comparison does more analytic work than three paragraphs of description, and it prepares the option stage later in the session.

Five mistakes that cost points in this week's territory

  • The determinant catalog. Housing, transportation, food security and education named in a row, with no chain connecting any of them to the outcome, is the most common shape of a low-scoring paper at this stage.
  • Behavior blamed at the origin. Noncompliance and poor health literacy placed upstream reverse the argument the course is teaching and read as a framing error rather than a stylistic one.
  • One source carrying four links. A single review article cited five times signals that the pathway was assembled from one reading rather than built.
  • National statistics posing as local ones. A country-level rate applied to a rural county without comment is an inference the reader cannot audit.
  • No verdict about modifiability. A pathway that stops at description leaves the graded question unanswered, since the point of mapping is to find where policy can reach.

Before you submit

  • The outcome at the end of the chain is something someone counts
  • Every link has a verb with an actor behind it
  • Each link carries its own source rather than borrowing the previous one
  • Structural and proximal links are distinguished in the text
  • The modifiable link is chosen and defended against a named alternative
  • One limit of the map is stated plainly
  • Every reference appears in the text and every in-text citation appears in the list

Mapping determinants for NR-555?

Send the rubric and any assigned readings out of Canvas. A premium original draft comes back in 24 to 48 hours with the pathway built link by link and each link separately sourced, and revisions run until the grade lands.

Questions students ask about this stage

How many determinants should one paper cover?
One upstream condition traced properly beats four gestured at. The pathway is the unit of analysis, not the determinant, and a paper carrying a single well-built chain from a structural condition to a countable outcome will out-score one that names housing, food, transport and language in a paragraph each. If your outcome genuinely has two strong origins, write the second as a shorter parallel chain and say explicitly that they converge at a named link. What does not work is a paper that lists determinants in the introduction and then abandons all but one, because a grader reading the analysis row will look for the connection promised on the first page and find it missing for three of the four.
Where do I find data at the level of a county or a neighborhood?
Public statistical series carry more geographic detail than most students expect, and county-level and tract-level products exist for housing, transport, income and insurance coverage. Health-specific county profiles are also published annually by several bodies. Use those before you reach for a national average. When your exact indicator is not published at the level you need, do one of two things and say which: use the nearest published level and note the mismatch in the sentence, or use a published proxy and defend it in a clause. What loses the row is silently applying a national figure to a local claim. Naming the limitation costs you nothing with a graduate reader and protects the rest of the argument.
Does my pathway have to lead to a legislative solution?
No. Legislation is one instrument among several, and the more common levers in post-acute and community settings are regulatory conditions, payment terms, licensure standards, contract requirements and reporting mandates. What the pathway does have to reach is a link that someone with authority can change through one of those routes. If your chain ends at a link only a family could alter, the map has drifted out of policy territory and the fix is usually to step one link upstream. Name the instrument class in your closing paragraph even though the design work belongs to a later stage. It signals to a grader that you understand where the analysis is heading.

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