D2.Soc.16.9-12: Interpreting the Effects of Inequality on Groups and Individuals
In plain English: D2.Soc.16.9-12 is the C3 Framework sociology indicator for grades 9-12 that asks students to interpret the effects of inequality on groups and individuals. Students compare groups with rates, trace how unequal resources reach people through shared conditions and family pressures, and avoid reading a group rate as a fact about one person.
Interpret the effects of inequality on groups and individuals.
C3 Framework for Social Studies (NCSS) · Dimension 2: Applying Disciplinary Concepts and Tools · Discipline: Sociology · Stratification and Inequality · Official standard
D2.Soc.16.9-12 asks students to interpret the effects of inequality on groups and individuals. Inequality here means the unequal distribution of resources such as income, wealth, housing and services among groups in a society. Its effects on groups show up as differences in rates (how often something happens per 100 or per 1,000 people) between groups, for example in health, schooling or survival. Its effects on individuals show up in particular lives: hunger, fatigue, lost time, missed chances and the pressure of work. Interpreting both means reading a rate correctly, asking how the effect happens, and refusing to turn a group rate into a judgment about every person in the group.
The core sources are two excerpts from a 1915 federal report, the Children's Bureau study of every baby born in Johnstown, Pennsylvania, in 1911 (Sources 1 and 2, with a table built from the report's Table 30), and a passage from Robert Hunter's 1904 book Poverty on hungry schoolchildren (Source 3). An invented case about two neighborhoods (Source 4) gives students modern-looking data and two individual stories to interpret. Students test the report's claims against its own numbers, separate group effects from individual effects, and write interpretations that state a limitation.
Learning Objectives
By the end of this lesson, students will be able to:
Interpret an effect of inequality on a group from rates, and explain why rates rather than counts are compared
Interpret an effect of inequality on individuals from a first-hand or descriptive source
Explain how an effect travels from inequality to people, for example through neighborhood conditions, time or nutrition
Distinguish a group rate from a claim about one person, and identify the error of judging individuals by a group rate
Evaluate how strongly a source's evidence supports its claim about the effects of inequality
Prior Knowledge Required
Students should already be comfortable with:
Identifying common patterns of social inequality, such as differences by income or neighborhood D2.Soc.15.9-12
Integrating data from a table with the text of a source RH.9-10.7
"Two invented schools: at School A, 40 percent of students say they have a quiet place to study at home; at School B, 85 percent do. Name one way the difference might affect each school as a whole, and one way it might affect a single student. Can you tell from these numbers whether a particular student at School A has a quiet place to study?"
Record answers in two columns, the school as a group and one student. Then take a show of hands on the last question; the answer is no. Tell students that today's skill is keeping those two columns apart while seeing how they connect: a rate describes a group, and a life story describes a person, and an interpretation of inequality needs both without confusing them.
Direct Instruction20 minutes
Key terms.Social inequality is the unequal distribution of resources, opportunities and power among groups. Life chances are the likelihood that members of a group will have good health, schooling, work and a long life; sociologists use the term to describe groups, not to predict one person. A rate is a count divided by the size of the group, such as deaths per 1,000 births; rates let groups of different sizes be compared. A mechanism is the path by which a cause has its effect, such as unpaved streets spreading disease. The ecological fallacy is the error of reading a group's rate as a fact about each member of the group.
Reading 1. In 1915 the U.S. Children's Bureau, a federal agency in the Department of Labor, published a study of every baby born in Johnstown, Pennsylvania, in 1911. Source 1 is from the letter that opens the report, signed by the bureau's chief, Julia C. Lathrop. Read for two questions: why does the bureau think infant deaths are worth counting, and what kind of causes did it look for?
1Infant mortality is a subject of profound social importance. The modern view has ceased to be fatalistic; infant mortality is now regarded as a preventable waste, injurious to survivors as well as destructive to infants, and cruelly increasing the burden of rearing a family. Sir Arthur Newsholme, the great English authority, has said, "Infant mortality is the most sensitive index we possess of social welfare and of sanitary administration, especially under urban conditions." Nationally, the United States has as yet no means of measuring the extent and significance of its infant mortality. If it were practicable, it would be illuminating to visit each one of the 2,500,000 children who, it is estimated, are born in this country yearly, and to take note of the varying social and economic conditions under which some 300,000 of them die and the others survive. As this is manifestly impossible, the nearest approach is to consider certain communities typical of the whole, and it is believed that in the course of a few years' study such data can be presented as will give the United States a fairly adequate measure of the conditions under which American-born infants survive or perish, and of the possibilities of modifying those conditions by local action.
[...]
2This study considers all the babies born in Johnstown within a single calendar year. Since the work was begun in January, 1913, it was necessary to select the year 1911 as the latest in which all babies born could have attained a full year of life.
[...]
3Above all, the bureau wishes to express its obligation to the mothers of Johnstown, without whose generous understanding and help the inquiry could not have been conducted. Their good will is evidenced by the fact that, out of 1,553 mothers visited, only two refused information.
[...]
4The emphasis of the inquiry, as shown throughout the text, was upon certain of the more obvious economic, social, and civic factors which have surrounded the lives of the children of Johnstown born within the given year. Civic action can remedy defective sewerage and scavenger systems and dirty unpaved streets which are instrumental in creating conditions that endanger the lives of infants. The extension of city water to all houses; improved methods for sewage disposal, garbage collections, and general scavenging; the paving of streets and inhabited alleys; the widening of alleys; the improved grading of streets and alleys; the relief of house and lot congestion; the abolition of wells and yard privies; sewer connection for all houses; the abatement of the smoke nuisance — all of these are needed improvements for the infant health and the general health of Johnstown.
Julia C. Lathrop, Chief, U.S. Children's Bureau, Source 1: The Children's Bureau explains its Johnstown study (1915) (1915). Public domain (published 1915). Source text.
Reading 2. Source 2 is from the body of the report, written by Emma Duke. Two terms to know: an infant mortality rate is the number of babies who die before their first birthday per 1,000 live births, and born in wedlock means born to married parents. In 1915, "native" meant mothers born in the United States and "foreign" meant mothers born abroad; today we would say U.S.-born and immigrant mothers. The table under the source was built for this page from the report's Table 30.
1A grouping of babies according to the income of the father shows the greatest incidence of infant deaths where wages are lowest, and the smallest incidence where they are highest, indicating clearly the relation between low wages and ill health and infant deaths. For all live babies born in wedlock the infant mortality rate is 130.7. It rises to 255.7 when the father earns less than $521 a year or less than $10 a week, and falls to 84 when he earns $1,200 or more or if his earnings are "ample." The variation in the infant mortality rate from one earnings group to another is not perfectly regular and consistent, but if any two or more consecutive groups are combined an invariable lowering of the infant mortality rate from one such combined group to that next higher results.
2"Ample" as used in this report has a somewhat arbitrary meaning. When information concerning the father's earnings was not available and the family showed no evidences of actual poverty, the word "ample" was used. If no information concerning earnings was available when, on the other hand, the family was clearly in a state of abject poverty, then the income was tabulated as "Under $521."
3In considering the babies of native and of foreign mothers separately in the foregoing table, similar variations in mortality rates according to earnings of father are found, although the foreign infant death rate is higher in each group. The foreign are less numerous both actually and relatively in the higher wage groups.
4The foreigners of a given wage group almost always live in a poorer neighborhood than the natives earning the same amount.
Emma Duke, U.S. Children's Bureau, Source 2: Earnings of father and infant deaths in Johnstown (1915) (1915). Public domain (published 1915). Source text.
Infant deaths by father's annual earnings, Johnstown, Pa., babies born in 1911 (built for this page from Table 30 of the 1915 Children's Bureau report, all married mothers; each rate rechecked as deaths per 1,000 live births)
Father's annual earnings
Live births
Deaths in first year
Infant mortality rate (per 1,000)
Under $521
219
56
255.7
$521 to $624
165
26
157.6
$625 to $779
224
24
107.1
$780 to $899
161
23
142.9
$900 to $1,199
138
14
101.4
$1,200 or more
48
4
83.3
"Ample" (see Source 2, paragraph 2)
476
40
84.0
All groups
1,431
187
130.7
Reading a rate: Table 30 and Source 2, paragraph 1
What does the rate of 255.7 for fathers earning under $521 mean, and how was it computed?
Result: Of 219 babies born in this group, 56 died before age one. The rate is 56 / 219 x 1,000, about 255.7 deaths per 1,000 live births: roughly one baby in four. This describes an effect on a group, the whole set of families in the lowest earnings band, not a prediction for any one family.
How the effect travels: Source 1, paragraph 4
Use the list of remedies in Source 1 to explain how unequal income could reach babies through shared conditions.
Result: The letter names "defective sewerage and scavenger systems and dirty unpaved streets" as conditions that "endanger the lives of infants," and calls for city water and "sewer connection for all houses." The letter does not say which streets lacked these services. If, as Source 2, paragraph 4 reports for immigrant families, lower-paid families tended to live in poorer neighborhoods, then the effect works through the neighborhood: every family on a street without sewers shares the risk, whatever its own habits. That last step is an inference to test, not a finding of Source 1.
A second pathway: Source 2, paragraph 4
Explain what the report adds when it compares mothers born abroad with U.S.-born mothers at the same earnings.
Result: The report says the foreign-born "almost always live in a poorer neighborhood than the natives earning the same amount." So two families with the same wage could face different conditions. Earnings are one cause the report examines; where a group is able to live is another, and the two overlap.
From a group rate to one family (invented example)
Invented example: in an invented town, the rate for one group is 200 deaths per 1,000 births. A visitor says, "So any baby born into that group will probably die." Interpret the rate correctly.
Result: 200 per 1,000 means that 800 of every 1,000 babies in the group survive their first year, so a given baby will most likely live. The rate shows that the group faces a much higher risk than others; it does not settle the outcome for any one family. Reading the rate as a fact about each member is the ecological fallacy.
Close the segment: Source 2, paragraph 1 says the figures show "clearly the relation between low wages and ill health and infant deaths." Is a relation the same as a cause? Keep the question open; Guided Practice and the quiz return to it.
Guided Practice15 minutes
Use Diagram 1 and the table. Work through the steps together.
Check one rate. Recompute the rate for $900 to $1,199 from its births and deaths, and say in words what it means.
Read the footnote. Source 2, paragraph 2 explains the "ample" group. Who was placed in it, and who was placed in "Under $521" without a reported wage? Discuss how these rules could affect each row's rate.
Small rows. Find the row with the fewest births. Why is a rate built on very few births less stable than the others? (Elsewhere in Table 30, the report declines to compute a rate for any group with fewer than 50 births.)
Hunter's view. Read Source 3 together. Robert Hunter published Poverty in 1904 and writes about New York City. Mark each of his claims G (about a group) or I (about what happens inside one child's life), and circle any number he gives. Ask: where does each number come from?
1These children come from those homes of poverty in which the irregular, hand-to-mouth existence of the parents exercises a blighting influence over the lives of the children. The effects of poverty are nowhere else so clearly seen. Poverty's misery invariably falls heaviest upon the weakest. The poorest children are several inches smaller, considerably lighter, and in all ways less developed than the children of well-to-do parents. [...] But the poverty of any family is likely to be most serious at the very time when the children most need nurture, when they are most dependent, and when they are obtaining the only education which they are ever to receive. Guidance and supervision of the parents are impossible because they must work; the nurture is insufficient because there are too many hungry mouths to feed; learning is difficult because hungry stomachs and languid bodies and thin blood are not able to feed the brain. The lack of learning among so many poor children is certainly due, to an important extent, to this cause. There must be thousands — very likely sixty or seventy thousand children — in New York City alone who often arrive at school hungry and unfitted to do well the work required. This curse which poverty lays upon innocent children is an awful one, for it means that they may not grow, that they may not learn, and therefore that they may not be strong enough mentally or physically to overcome the cause of it all, — poverty.
2Many cities in England, France, Germany, Switzerland, Belgium, and Italy have been for several years feeding at the schools the poorest children, because they have discovered that underfed children cannot be taught the simplest sums or the most elementary spelling. I have just been reading a large volume — an English report of several hundred pages — on "Underfed School Children." It is doubly sad reading to an American who knows that we have not even made inquiries in this country concerning this aspect of poverty. It is utter folly, from the point of view of learning, to have a compulsory school law which compels children, in that weak physical and mental state which results from poverty, to drag themselves to school and to sit at their desks, day in and day out, for several years, learning little or nothing. If it is a matter of principle in democratic America that every child shall be given a certain amount of instruction, let us render it possible for them to receive it, as monarchial countries have done, by making full and adequate provision for the physical needs of the children who come from the homes of poverty.
Robert Hunter, Source 3: Robert Hunter on poverty and schoolchildren (1904) (1904; this edition 1905). Public domain (published 1905). Source text.
Diagram 2 shows the pathways the three sources describe, from unequal income to effects on groups and on individuals.
Independent Practice15 minutes
Read Source 4, an invented case with invented data. The survey table belongs to it. Two cautions before you start: the survey report does not say how the 400 households in each neighborhood were chosen, so we cannot be sure they represent the neighborhoods; and two individual stories are examples, not a sample.
1Invented case, written for this page. The city, the survey, the people and every number are invented. The invented city of Carver Point is divided by a rail yard. Households in Eastside, on one side, have a median income about half that of households in Ridge, on the other side. An invented county survey asked 400 households in each neighborhood the same questions; the results are in the table printed with this source. The survey report does not say how the households were chosen.
2Marisol, 16, lives in Eastside. When her father's hours at a warehouse were cut, she took an 18-hour-a-week job at a grocery store to help pay the rent. She is often tired in her first-period class, and she did not join a free summer engineering program because it met during her shifts. Her counselor connected her with a Saturday tutoring group, and her math grades have held steady.
3Owen, 16, also lives in Eastside. He does not have a job. He joined the same free summer engineering program, because a neighbor who works at the college drove him there each morning. He says the hardest part of his week is the hour-long bus ride to the nearest library with reliable internet.
4In a letter to the invented Carver Point Ledger, one reader wrote: "These numbers prove that Eastside teenagers just don't care about school."
SVHS (invented scenario), Source 4: Two neighborhoods in Carver Point (invented case) (2026). Original passage written for this page.
Invented county survey of Carver Point (invented data for Source 4; how households were chosen is not stated)
Measure
Eastside
Ridge
Households surveyed
400
400
Households with a regular doctor or clinic
248
344
Teenagers aged 15-17 living in surveyed households
180
175
Of those teenagers: working 15 or more hours a week during the school year
54
21
Of those teenagers: in a summer academic program last year
27
63
Task: write one interpretation paragraph with four parts. (1) A group-level effect, stated with a rate you compute from the table. (2) An individual-level effect, with evidence from paragraph 2 or 3. (3) One possible mechanism linking the two. (4) One limitation of the evidence. Use Sources 1-4 for the quiz and homework.
Closure5-10 minutes
Exit ticket: "Write one sentence about an effect of inequality on a group and one about an effect on an individual, each with its evidence. Then write one sentence explaining why the first cannot tell you the second."
Teacher notes. (1) Sources 1 and 2 use the words of 1915: "native" and "foreign" for U.S.-born and immigrant mothers, and "born in wedlock" and "legitimate" in the table titles. The sentences that follow the excerpt in Source 2 describe immigrant neighborhoods in judgmental language that is now rejected; this page stops before them. (2) Robert Hunter's preface and some other chapters describe a class of poor people as hereditary "degeneracy," a view now rejected; this page uses only the chapter V passage, and the sentence cut from it describes children of parents with alcoholism or tuberculosis in the language of 1904. (3) Hunter's figure of "sixty or seventy thousand children" is his own estimate, and he says no American inquiry had been made; treat it as an estimate. (4) The Johnstown study covers one town and one year of births, and the "ample" and "Under $521" groups were partly assigned by how a family's circumstances looked to the agents (Source 2, paragraph 2). (5) Source 4 is invented. Keep the discussion at group level: do not ask students about their own family's income, jobs or health.
Differentiation Strategies
For Struggling Students
Give a two-column organizer headed "Group (a rate or a share)" and "Individual (one life)" and have students place each claim from Sources 1-4 in a column before writing
Provide the rate formula as a sentence frame: "___ of ___ babies died, so the rate is ___ / ___ x 1,000 = ___ per 1,000."
Pre-mark the sentences in Source 3 that contain a number, so students can ask where each number came from
For Advanced Students
Combine the Table 30 rows into three earnings bands of your choice and test the report's claim that combined groups always show a lower rate as earnings rise; explain why grouping choices can change a pattern
Write a paragraph on how the report's method (every baby born in one year, traced through the first year) makes its rates stronger evidence than a count of deaths alone
Compare Hunter's descriptive evidence with the bureau's counted rates and argue which is more useful for each of his claims
Assessment Guidance
What to Look For
Strong interpretations compare groups with rates and name the rate's base (per 1,000 births, per 100 teenagers), explain at least one mechanism by which inequality has its effect, keep group statements and individual statements separate, and state a limitation of the evidence such as one town, a small row, an estimate, or a sample whose selection is unknown. Watch for students who compare raw counts across groups of different sizes, who treat a relation as proof that one factor alone is the cause, or who turn a group rate into a statement about the character of every member of the group.
02
Classroom Activities
3 Activities
1
Testing the Report Against Its Own Table
15 minPairs
Source 2, paragraph 1 makes a precise claim: the rates are "not perfectly regular," but whenever two or more consecutive earnings groups are combined, each combined group has a lower rate than the combined group below it. Pairs test the claim with the table and calculators.
Step 1: Combine and Compute (8 min)
For each combined group, add the births, add the deaths, and compute deaths per 1,000 births to one decimal place.
Under $521 with $521 to $624
$625 to $779 with $780 to $899
$900 to $1,199 with $1,200 or more
$521 to $624 with $625 to $779
$780 to $899 with $900 to $1,199
$1,200 or more with "Ample"
Answer Key
(1) 82 / 384, about 213.5. (2) 47 / 385, about 122.1. (3) 18 / 186, about 96.8. (4) 50 / 389, about 128.5. (5) 37 / 299, about 123.7. (6) 44 / 524, about 84.0, which is the "84" in Source 2, paragraph 1. Combinations 1, 2 and 3 fall in order (213.5, 122.1, 96.8), and so do 4, 5 and 6 (128.5, 123.7, 84.0). The claim holds for these groupings.
Step 2: Discussion (7 min)
Why can combining rows smooth out an irregular pattern? (Each combined row has more births, so a few deaths more or less move its rate less.) The claim describes a relation between earnings and infant deaths. Name one other difference between the groups, using Source 1, paragraph 4 or Source 2, paragraph 4, that could be part of the explanation.
2
Card Sort: Group Effect, Individual Effect or Misreading?
15 minGroups of 3-4
Each group gets 12 cards. Sort them into three piles: an effect of inequality on a group (stated as a rate, share or difference between groups), an effect on an individual (what happens in one life), or a misreading (a claim that turns a group pattern into a judgment about people). Cards 2, 5 and 6 come from Sources 1-3; the other nine cards are invented or describe typical cases.
The 12 Cards
In the invented town of Larkin, the share of adults with health insurance is 20 percentage points lower in the east wards than in the west wards.
The 1915 report gives a rate of 255.7 infant deaths per 1,000 live births for fathers earning under $521 a year.
A student who works night shifts to help pay the rent falls asleep in class and misses a test.
"People who live in Larkin's east wards just don't try hard enough."
Hunter writes that learning is difficult because "hungry stomachs and languid bodies and thin blood are not able to feed the brain."
Source 1 lists streets without sewers and houses without city water as conditions that endanger infants.
A mother in a crowded house must carry water from a yard well every day.
"The rate for that group is high, so this family's baby will die."
A teenager does not join a free summer program because it meets during her work shifts.
In an invented district, students from the lowest-income fifth of families are half as likely as other students to take a college-entrance exam.
"Families in that group have more infant deaths, so they must not care about their babies."
When an invented clinic closes, the average wait for an appointment in that ward doubles.
Answer Key
Group: 1, 2, 6, 10 and 12 (each compares groups or describes conditions a whole area shares). Individual: 3, 5, 7 and 9 (each traces what happens in one person's day or body). Misreading: 4, 8 and 11 (4 and 11 turn a group pattern into a judgment of character, and 8 turns a group rate into a prediction about one family). Five, four and three cards: 12 in all.
Discussion
Card 5 describes many children, but it explains what happens inside each child, so it belongs with the individual effects. Card 6 names a condition, not a rate: what data would turn it into evidence of a group effect? (A rate of infant deaths for streets with and without sewers.)
3
Interpretation Workshop
20 minGroups of 3, then gallery walk
Each group gets one invented mini-case with a group comparison and one individual story, and writes a four-part interpretation on chart paper: the group effect with a rate, the individual effect, a mechanism linking them, and a limitation. Groups then rotate and score another group's paper with the checklist.
The Three Invented Cases
Case A. In the invented town of Hollis, 31 of 120 surveyed households on the north side have no car, against 9 of 150 on the south side. Jordan, 17, takes two buses to a part-time job, 50 minutes each way.
Case B. In an invented district, 70 percent of Lakeview students and 95 percent of Hill students report a working computer at home. Priya, 15, does her homework at the public library until it closes at 6 p.m.
Case C. In an invented county, 35 percent of River Flats residents and 80 percent of Oak Hills residents live within a mile of a store that sells fresh produce. Mr. Daniels, a retired bus driver in River Flats, buys most of his food at a corner store.
Checklist and Sample Answer
Checklist: the group effect uses a rate or share, not a count; the individual effect comes from the story; the mechanism explains how; the limitation names something the evidence cannot show (how the sample was chosen, one story, other differences between the areas). Sample for Case A: 31 / 120 is about 25.8 percent of north-side households without a car, against 9 / 150, or 6 percent, on the south side. Jordan's story shows the individual effect: about 100 minutes of travel on each workday. Mechanism: without a car, distance becomes lost time. Limitation: one story, and we do not know how the households were surveyed.
Variation: Online Classes
Post the three cases in a shared document. Each student writes the four-part interpretation for one case, then replies to a classmate's interpretation of a different case with one strength and one missing limitation.
03
Diagrams & Visual Aids
2 diagrams
Diagram 1: Infant Deaths by Father's Earnings, Johnstown (1911 Births)
Drawn to scale for this page from Table 30 of the 1915 Children's Bureau report (all married mothers). The dashed line is the rate for all 1,431 babies. The $1,200-or-more bar rests on only 48 births and 4 deaths, so it is the least stable bar. The "Ample" group was partly defined by how a family's circumstances looked (Source 2, paragraph 2), so it is not a true earnings band. A relation shown in a chart like this one is not by itself proof of cause.
Diagram 2: Pathways From Inequality to Effects
Drawn for this page from Sources 1-4. The arrows show the paths the sources describe: unequal income works through conditions a neighborhood shares and through pressures inside a family, producing effects that can be counted for groups and seen in individual lives. The middle arrow is this page's summary of how the two paths connect, not a finding of any one source.
04
Homework Assignment
~30 min
Homework: Reading the Effects of Inequality
Directions: Sources 1 and 2 and the Johnstown table are printed in Direct Instruction, Source 3 in Guided Practice, and Source 4 with its invented survey table in Independent Practice. Quote sources with their paragraph numbers and show every calculation. Problem 5 is planned on paper only: do not survey or interview anyone, and do not use information about your own or a classmate's family.
Part 1: The Johnstown Study (Problems 1-3)
Source 1, paragraph 1 says infant mortality "is now regarded as a preventable waste." Explain in 2-3 sentences how calling the deaths preventable changes the way a reader should interpret the differences between earnings groups in the table. Quote one more phrase from Source 1 to support your answer.
In the table, the $521 to $624 group had 165 births and 26 deaths. Suppose this group had instead had the death rate of the $900 to $1,199 group (14 deaths per 138 births). How many deaths would that rate give for 165 births, to one decimal place, and about how many fewer deaths is that than the 26 recorded? Then name one assumption this calculation makes.
Source 3, paragraph 2 says European cities fed the poorest children at school "because they have discovered that underfed children cannot be taught the simplest sums or the most elementary spelling." Describe the individual-level effect Hunter claims, name the evidence he points to, and explain in 2 sentences how strong that evidence is for children in American cities.
Part 2: Interpreting New Evidence (Problems 4-6)
Invented data (Source 4 table): compute the percent of households with a regular doctor or clinic in Eastside and in Ridge, and the gap between them in percentage points. Write one sentence interpreting the gap as an effect on a group, one sentence describing a possible effect on an individual, and one sentence naming a limitation of this survey.
Source 2, paragraph 4 says foreign-born families at a given wage "almost always live in a poorer neighborhood" than U.S.-born families earning the same amount. On paper only, plan how a researcher using records could find out whether neighborhood conditions affect infant deaths separately from earnings: name the groups to compare, two kinds of records to use, and one weakness of the plan.
Write a paragraph of 150-200 words interpreting the effects of inequality on groups and on individuals. Use at least two of Sources 1-4, include one rate or percent, keep group statements and individual statements clearly separate, and end with one limitation of your evidence.
Rubric
Criterion
Full Credit (2 pts)
Partial Credit (1 pt)
No Credit (0 pts)
Group effects
Compares groups with correct rates or percents and names the base
Rates attempted with one error, or counts compared without rates
No group comparison
Individual effects
Describes an effect in one life with evidence from a source, kept separate from group claims
Individual effect named without evidence, or mixed with a group claim
Missing, or a group rate treated as a fact about a person
Evidence and limits
Quotes carry paragraph numbers; each answer names a fitting limitation (one town, small row, estimate, unknown sample)
Evidence present but a limitation is missing or vague
No evidence
Reasoning
Problem 2 is computed correctly with its assumption; Problem 5 is a workable plan on paper
One calculation or plan step incomplete
Calculation or plan missing
05
Quiz: 20 Questions
Interactive, with answers
Instructions
Sources 1 and 2 and the Johnstown table are printed in Direct Instruction, Source 3 in Guided Practice, and Source 4 with its invented survey table in Independent Practice. Source 1 is used in Questions 1-4, 17 and 19; Source 2 and the table in Questions 5-8, 15-17 and 19; Source 3 in Questions 9-11, 16 and 19; and Source 4 in Questions 12-14 and 18. Question 20 uses a new invented situation. Questions 1-14 are multiple choice; 15-20 are short answer.
Multiple choice: pick an option to check it. Short answer: write your answer, then reveal the model answer.
0 of 20 answered · 0 correct
Question 1 of 20 · Multiple Choice
According to Source 1, paragraph 1, why does the bureau study "certain communities typical of the whole" instead of the whole country?
Answer: A
The letter says visiting each of the 2,500,000 babies born yearly would be illuminating, but "As this is manifestly impossible, the nearest approach is to consider certain communities typical of the whole." B, C and D give reasons the passage never states; the only reason given is that visiting every baby is impossible.
Question 2 of 20 · Multiple Choice
Source 1, paragraph 2 says the study began in January 1913 but chose babies born in 1911. Why?
Answer: C
The report says "it was necessary to select the year 1911 as the latest in which all babies born could have attained a full year of life." Each baby had to be followed through its first year, so 1912 births were too recent. A, B and D give reasons the passage never states.
Question 3 of 20 · Multiple Choice
Source 1, paragraph 3 reports that "out of 1,553 mothers visited, only two refused information." Why does this matter for interpreting the effects the study finds?
Answer: B
Two refusals out of 1,553 is about 0.13 percent, so the rates cover nearly every family in every earnings group, including the poorest. A confuses complete coverage with proof of cause. C overstates the claim: one town cannot stand for every city, and the letter itself only hopes for communities "typical of the whole."
Question 4 of 20 · Multiple Choice
Source 1, paragraph 1 quotes Sir Arthur Newsholme: "Infant mortality is the most sensitive index we possess of social welfare." What does the quotation suggest about why the bureau counted infant deaths?
Answer: D
An index is a measure; calling infant mortality the most "sensitive index" of "social welfare and of sanitary administration" means infant deaths respond quickly to living conditions, so they gauge the conditions a whole group lives in. B reverses the quotation. A and C are not in the passage.
Question 5 of 20 · Multiple Choice
In the table, the rate for fathers earning under $521 is 255.7, and Source 2, paragraph 1 gives 84 for fathers earning $1,200 or more or "ample." About how many times higher is the lowest group's rate?
Answer: D
255.7 / 84 is about 3.04, so about 3.0 times. A divides by the next group's rate, 157.6, instead of 84. B divides by the rate for all groups, 130.7. C is the difference 255.7 - 84 = 171.7 (deaths per 1,000), not a ratio.
Question 6 of 20 · Multiple Choice
The table's $1,200 or more row rests on 48 births and 4 deaths, a rate of 83.3. By about how much would that rate change if one more of those babies had died?
Answer: B
One death out of 48 births is 1 / 48 x 1,000, about 20.8 per 1,000, so the rate would jump from 83.3 to about 104.2. D is that new rate, not the change. A is the change for the "ample" row, 1 / 476 x 1,000. C is the rate itself. A row this small is weak evidence on its own.
Question 7 of 20 · Multiple Choice
According to Source 2, paragraph 2, why should a reader be careful with the "ample" group?
Answer: A
The footnote says "ample" was used when "information concerning the father's earnings was not available and the family showed no evidences of actual poverty." So the group mixes reported high earnings with families judged by appearance. C is false: the group had 476 births. B and D are not in the passage.
Question 8 of 20 · Multiple Choice
Source 2, paragraph 3 says foreign-born families "are less numerous both actually and relatively in the higher wage groups." What does the word "relatively" add?
Answer: C
"Actually" means in raw numbers; "relatively" means as a proportion of their own group. Saying both means foreign-born families were not only fewer in the higher wage groups but also a smaller share of all foreign-born families reached them. A contradicts "relatively." B and D are not in the passage.
Question 9 of 20 · Multiple Choice
According to Source 3, paragraph 1, when is a family's poverty "likely to be most serious" for its children?
Answer: B
Hunter writes that poverty is "likely to be most serious at the very time when the children most need nurture, when they are most dependent, and when they are obtaining the only education which they are ever to receive." A, C and D are not in the passage.
Question 10 of 20 · Multiple Choice
Hunter claims in Source 3, paragraph 1 that "The poorest children are several inches smaller, considerably lighter" than children of well-to-do parents. Which evidence would best test this claim?
Answer: A
The claim compares two groups on height and weight, so the test is measurement of many children in each income group. B and C rely on impressions from a few observers. D counts poor children but measures nothing about their size.
Question 11 of 20 · Multiple Choice
In Source 3, paragraph 2, Hunter calls a compulsory school law without other help "utter folly." What is his reason?
Answer: D
Hunter says the law compels children "in that weak physical and mental state which results from poverty" to sit at their desks "for several years, learning little or nothing." A, B and C are not in the passage; his proposed remedy is meeting "the physical needs of the children," not ending the law.
Question 12 of 20 · Multiple Choice
Invented data (Source 4 table): what percent of the surveyed teenagers in each neighborhood work 15 or more hours a week during the school year?
Answer: C
54 / 180 = 30 percent and 21 / 175 = 12 percent. A reads the counts as percents. B divides by the 400 households instead of the number of teenagers. D computes Eastside correctly but reads Ridge's count as a percent.
Question 13 of 20 · Multiple Choice
In Source 4, paragraph 4, a reader says the numbers "prove that Eastside teenagers just don't care about school." What is the main error in this interpretation?
Answer: A
The survey shows that more Eastside teenagers work long hours and fewer join summer programs; it says nothing about what any teenager cares about, and Marisol's story shows work shifts, not lack of interest, keeping her from the program. B and C describe sound practice: rates are the right way to compare groups of different sizes. D is not a weakness.
Question 14 of 20 · Multiple Choice
In Source 4, paragraph 3, Owen joins the summer program because a neighbor drives him. What does his story suggest about how inequality's effects reach individuals?
Answer: D
Owen faces the same neighborhood conditions as Marisol, but a ride from a neighbor gives him access she lacks. This is an individual difference inside a group pattern. A overreaches from one story; Owen still rides an hour to find reliable internet. B is not in the source, and C confuses individual variation with an error in the rates.
Question 15 of 20 · Short Answer
Use the table: if the under-$521 group (219 births) had had the "ample" group's rate (40 deaths per 476 births), about how many of its babies would have died? How many more deaths were recorded than that? Explain what the difference suggests and one reason it may not all be caused by low wages.
Model answer: 219 x 40 / 476 is about 18.4 deaths, against 56 recorded, so about 37.6, or roughly 38, more deaths. The difference suggests a large effect on the poorest group: if it had faced the conditions of the best-off group, many fewer babies would likely have died. But it may not all be due to wages: Source 2, paragraph 2 says some families were put in "Under $521" because they looked poor, not from a reported wage, and paragraph 4 says neighborhood also differed between groups. Rubric: correct calculation with work; an interpretation stated for the group; one limitation tied to Source 2.
Question 16 of 20 · Short Answer
Using Source 2 and Source 3, describe one effect of inequality on a group and one on an individual. Explain why each needs a different kind of evidence.
Model answer: Group: Source 2, paragraph 1 reports "the greatest incidence of infant deaths where wages are lowest"; the evidence is a rate, deaths per 1,000 births in each earnings group, because only a rate compares groups of different sizes. Individual: Source 3, paragraph 1 says "learning is difficult because hungry stomachs and languid bodies and thin blood are not able to feed the brain," an effect inside one child's day. That needs evidence about particular children (observation, school records, measurements), because a group rate cannot show what happens in one life. Rubric: one group and one individual effect with quotations; the difference in evidence explained.
Question 17 of 20 · Short Answer
Source 2, paragraph 1 says the figures show "clearly the relation between low wages and ill health and infant deaths." Using Source 2, paragraph 2 and Source 1, paragraph 4, give two reasons the figures show a relation but do not by themselves prove that low wages alone caused the deaths.
Model answer: First, the groups were not all built from reported wages: when earnings were unknown, families were placed in "ample" or "Under $521" by whether they showed "evidences of actual poverty" (Source 2, paragraph 2), so the groups partly reflect living conditions the agents saw. Second, Source 1, paragraph 4 says the inquiry's emphasis was on "the more obvious economic, social, and civic factors," such as sewers, water and street paving; those conditions differ from place to place and may travel together with earnings, and factors the study did not examine could also play a part. A relation can have several causes working together. Rubric: two distinct reasons, each quoted from the correct source and paragraph; relation and cause distinguished.
Question 18 of 20 · Short Answer
Invented data: use the Source 4 table to compute the share of teenagers in a summer academic program in each neighborhood. Interpret the gap as a group effect, use Marisol's story (paragraph 2) for an individual effect, and name one weakness of this evidence.
Model answer: Eastside: 27 / 180 = 15 percent; Ridge: 63 / 175 = 36 percent, a gap of 21 percentage points. As a group effect, Eastside teenagers have less access to summer learning. Marisol shows how this can happen in one life: she skipped a free program "because it met during her shifts" at a job she took to help pay rent. Weakness: we do not know how the households were chosen, and one story cannot show why the other Eastside teenagers did not join. Rubric: both percents correct; group and individual effects kept separate; one fitting weakness.
Question 19 of 20 · Short Answer
Compare Hunter (Source 3) and the Children's Bureau (Sources 1 and 2) as evidence about the effects of inequality. What kind of evidence does each use, and which is stronger for which kind of claim?
Model answer: The bureau counted every baby born in Johnstown in 1911 and followed each through its first year, so its rates are strong evidence for a group-level claim, though only for one town and one year. Hunter gives vivid description and estimates, such as "very likely sixty or seventy thousand children," and admits "we have not even made inquiries in this country," so his numbers are weak. His description is still useful for explaining how hunger affects one child's learning, an individual-level mechanism the bureau's rates cannot show. Rubric: each source's type of evidence named with a quotation; strengths matched to group and individual claims; one limitation of each.
Question 20 of 20 · Short Answer
Invented situation: in an invented school district, students from the lowest-income fifth of families miss an average of 14 school days a year, against 7 days for other students. Write an interpretation that states the group effect, suggests one possible individual-level mechanism, and names one other explanation a researcher would need to rule out.
Model answer: Group effect: students in the lowest-income fifth miss twice as many days on average (14 against 7), a gap that could affect their learning as a group. Possible mechanism: a student without a family car may miss school whenever the bus is missed or a younger sibling is sick and no adult can stay home. Other explanation to rule out: the lowest-income families may be concentrated in one part of the district where the school bus route or the school building is worse, so the cause could be place rather than income itself. Rubric: ratio or difference stated correctly; mechanism plausible and about one person's situation; a real alternative explanation; no claim about any named individual.
0 of 20 answered · 0 correct
06
Frequently Asked Questions
10 Questions
What does D2.Soc.16.9-12 mean?
D2.Soc.16.9-12 asks high school students to interpret the effects of inequality on groups and individuals. It sits in the Stratification and Inequality group of the C3 Framework's sociology companion (Appendix C): students read evidence such as rates, records and life stories and explain what unequal resources do to groups and to people.
How is D2.Soc.16.9-12 different from D2.Soc.15.9-12?
D2.Soc.15.9-12 asks students to identify common patterns of inequality; D2.Soc.16.9-12 asks what those patterns do. A pattern is a difference in income or resources between groups; an effect is what follows from it, such as a higher death rate, a longer commute or lost study time.
What is the difference between an effect on a group and an effect on an individual?
A group effect is a difference in rates between groups; an individual effect is what happens in one person's life. A group effect is measured with rates such as deaths per 1,000 births. An individual effect is seen in a life story or a case record, such as a teenager who skips a program because of work shifts. Both are needed, and neither can stand in for the other.
What is the ecological fallacy?
It is the error of reading a group's rate as a fact about each member of the group. If a group's rate is 200 deaths per 1,000 births, most babies in that group still survive; the rate shows a higher risk for the group, not the fate of any one family or the character of any one person.
Why does a sociology lesson use a 1915 government study?
Because it is a clear, public-domain example of measuring an effect of inequality. The Children's Bureau followed every baby born in Johnstown, Pennsylvania, in 1911 through the first year of life and compared groups by the father's earnings. Its table can be rechecked by hand, which lets students test a report against its own numbers.
Why compare rates instead of counts?
Because groups differ in size. In the Johnstown table the "ample" group had 40 deaths and the under-$521 group had 56, which looks close, but the first came from 476 births and the second from 219. Dividing by the size of each group shows how different the risks were.
Does a link between low income and a bad outcome prove that low income caused it?
No, not by itself. A relation can have several causes working together. The Johnstown report notes that some families were grouped by how they looked and that neighborhood differed along with earnings. Students should name the relation, suggest mechanisms and state what else could explain it.
How can a teacher keep discussions of inequality respectful?
Keep the discussion at group level and use the supplied sources and invented cases. Do not ask students about their own family's income, jobs or health, and challenge any statement that turns a group pattern into a judgment of a group's character. This page's card sort includes three such misreadings for students to identify.
Why does the page keep words like "native" and "foreign" from the 1915 report?
Because quotations are kept exactly as published. In 1915 "native" meant mothers born in the United States and "foreign" meant mothers born abroad. The page explains these terms where the source appears, and the teacher notes flag other dated language in the sources.
How is D2.Soc.16.9-12 assessed, and what comes next?
Students show it by interpreting evidence: computing and comparing rates, separating group effects from individual effects, explaining a mechanism and stating a limitation. The next sociology indicators ask why the distribution of power and inequalities can lead to conflict (D2.Soc.17.9-12) and how to propose and evaluate responses to inequality (D2.Soc.18.9-12).
07
Related Standards
5 standards
These standards connect to D2.Soc.16.9-12: prerequisites to review first, parallel standards at the same level, and next steps that build on it.
Standard text: National Council for the Social Studies (NCSS), The College, Career, and Civic Life (C3) Framework for Social Studies State Standards: Guidance for Enhancing the Rigor of K-12 Civics, Economics, Geography, and History (Silver Spring, MD: NCSS, 2013). NCSS was not involved in the production of this lesson and does not endorse it.