standOff, and the article is at its publisher via the link below. When we have changed our mind. Some entries in the table begin with a word in capitals and the reason for it. EVIDENCE CORRECTED — the finding still stands, but we had quoted the wrong sentence from the paper, and the quotation has been replaced with the right one. RETRACTED — the entry itself was wrong; it stays on the page, marked, with the reason, rather than being deleted. WITHDRAWN AND REPLACED — the entry was wrong, and a corrected version of it appears in the entries below. Each mark carries its own reason, in brackets, because the reasons differ from one entry to the next. An entry we have WITHDRAWN is removed from this page and kept in the record, with its reason. A line reading Audit and a date is a later re-reading of the entry against its whole sentence: DOUBTFUL means it was kept, and the reason says what is loose about it. Quotation marks inside the tagger's sentence. Where a tag is the tagger's own sentence, a phrase in quotation marks inside it is borrowed from the paper — the tagger's wording around it is not. The paper's own sentence is the evidence quote for that row; on this page it is withheld with the article, and the article is at its publisher. Nothing inside quotation marks anywhere on this page is ours: if it is quoted, it is the paper's. Whose words a concept carries. A concept entry records a term the paper itself uses, so the term, the sense given for it, and its evidence are the paper's own words, quoted where the paper fixes them. This is the opposite of a sense entry in the tag table, which is the tagger's sentence about how the paper uses a term. Where a concept entry could not be grounded in the paper's words, the entry says so on its own row.| second reading | alternatives | an independent re-reading of a facet, recorded whether or not it agrees |
| relation to other work | claim_relations | how this paper stands to another: agrees, contradicts, extends, qualifies |
| claim type | claim_type | the shape of the claim: existence, mechanism, method, critique, prediction, null |
| concept edge | concept_edges | an asserted relation between two concepts, with the sentence asserting it |
| concept | concepts | an idea the paper works with, quoted where the paper uses it |
| content tag | content_tags | a finding, definition, quantity, statistic or variable named in the paper |
| contribution | contribution | what the paper claims to add |
| limitation | limitations | what the paper says its evidence cannot support |
| mechanism | mechanisms | how the reported effect is said to come about |
| method | method | how the paper produced its evidence |
| object of study | object_of_study | what the paper is about — the thing it investigates |
| phenomenon | phenomenon | the effect or regularity under study |
| research question | research_question | the question the paper sets itself |
| sense | senses | a distinct use of a term, quoted where the paper fixes it |
| transfer | transfers | a method or concept carried in from another field |
Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; none of 3 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.
This record holds no controls. A layer is empty when the tagger recorded nothing in it — which is not the same as the paper having nothing to record.
| facet | tag | field | conf. | whose words |
|---|---|---|---|---|
| object_of_study | The two-way relation between racial biases held by individuals and the societal systems those individuals live in, in the USA. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | object_of_study | the paper's words | |
| research_question | If racial bias is produced by systems rather than only held by people, what does psychology miss by measuring it one person at a time? Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | research_question | the paper's words | |
| contribution | A nested-levels framework in which five systemic factors shape individual bias and individual bias feeds back to reproduce those systems. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | contribution | the paper's words | |
| claim_type | mechanism Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | claim_type | the paper's words | |
| phenomenon | racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | phenomenon | the paper's words | |
| method | review Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: review | method | the paper's words | |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[0] | the tagger's words | |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[1] | the tagger's words | |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[2] | the tagger's words | |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[3] | the tagger's words | |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[4] | 1.0 | the tagger's words |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[5] | 1.0 | the tagger's words |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[6] | 1.0 | the tagger's words |
| mechanisms | mechanisms Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | mechanisms[7] | 1.0 | the tagger's words |
| limitations | Scope is restricted to the USA, chosen for the authors' cultural knowledge and the location of most existing research. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: the geographic scope of every claim: WE FOCUS ON THE USA BECAUSE IT IS THE CONTEXT THAT WE HAVE THE CULTURAL KNOWLEDGE TO DISCUSS AND WHERE MOST RESEARCH ... HAS BEEN CONDUCTED | limitations[0] | the tagger's words | |
| limitations | The five systemic factors reviewed are a selection, not an exhaustive set. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: the completeness of the systemic account: THEY ARE CERTAINLY NOT THE ONLY SYSTEMIC FACTORS THAT INFLUENCE RACIAL BIASES | limitations[1] | the tagger's words | |
| limitations | For part of the reviewed evidence the direction of influence between individual bias and system is not established, only association. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: the causal reading of the reviewed evidence: IN SOME CASES THERE IS CLEAR EVIDENCE OF THE CAUSAL CHAIN ... WHEREAS IN OTHERS, THERE MIGHT BE EVIDENCE OF AN ASSOCIATION | limitations[2] | the tagger's words | |
| limitations | The empirical base linking systemic influences to individual-level bias is described as still thin. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: the weight of the evidence base: THE LITERATURE IN THIS AREA IS STILL RELATIVELY SPARSE | limitations[3] | the tagger's words | |
| limitations | Restricted to the USA by the authors' own statement, and the paper says the systemic factors may not transfer. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: the transfer of the framework beyond the USA: THE SYSTEMIC FACTORS THAT PERPETUATE RACIAL BIASES INTO THE PRESENT MIGHT BE SOMEWHAT DISTINCT FROM OTHER CONTEXTS | limitations[4] | 1.0 | the tagger's words |
| limitations | The causal direction is not established throughout - in places only an association is available. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. duplicate of: limitations[2] · what this limits: the same scope as limitations[2] - association rather than causal chain in places | limitations[5] | 1.0 | the tagger's words |
| limitations | The five factors are chosen, not exhaustive, and the authors say so. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. duplicate of: limitations[1] · what this limits: the same scope as limitations[1] - five factors chosen, not exhaustive | limitations[6] | 1.0 | the tagger's words |
| limitations | Mutual reinforcement is treated as two separable directions for expositional clarity, which is an analytic simplification the paper flags. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. what this limits: any one-directional use of this review: INDIVIDUAL-LEVEL BIASES AND BROADER SOCIETAL SYSTEMS MIGHT BE MUTUALLY REINFORCING, BUT FOR CLARITY WE TAKE THE APPROACH OF ASSESSING EACH DIRECTION OF INFLUENCE SEPARATELY - the loop is cut for exposition | limitations[7] | 1.0 | the tagger's words |
| transfers | the nested-levels model of influence, imported to relate individual racial bias to the systems around it Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | transfers[0] | 1.0 | the tagger's words |
| concepts | racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: racial bias | concepts[0] | 1.0 | the paper's words |
| concepts | systemic factors Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: systemic factors | concepts[1] | 1.0 | the paper's words |
| concepts | individual-level Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: individual-level | concepts[2] | 1.0 | the paper's words |
| concepts | nested levels of influence Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: nested levels of influence | concepts[3] | 1.0 | the paper's words |
| concepts | temporal influences Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: temporal influences | concepts[4] | 1.0 | the paper's words |
| concepts | power and privilege Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: power and privilege | concepts[5] | 1.0 | the paper's words |
| concepts | cultural narratives Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: cultural narratives | concepts[6] | 1.0 | the paper's words |
| concepts | implicit bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: implicit bias | concepts[7] | 1.0 | the paper's words |
| concepts | cultural context Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: cultural context | concepts[8] | 1.0 | the paper's words |
| senses | bias - a property of a PERSON: an attitude favouring one group, measured on individuals in response to stimuli Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | senses[0] | 1.0 | the tagger's words |
| senses | bias - a property of a SYSTEM: patterns built into institutions and culture, which produce individual attitudes rather than summing them Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | senses[1] | 1.0 | the tagger's words |
| senses | level - a nested shell of context around the person: interpersonal, community, cultural, temporal Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | senses[2] | 1.0 | the tagger's words |
| alternatives | claim_type: mechanism Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. a second reading reaching the same value. Recorded: mechanism — note: a second reading reaching the same value from a different sentence. Not applied - a person decides. | alternatives.claim_type | the tagger's words | |
| alternatives | phenomenon: bidirectional relation between systemic racial inequality and individual-level racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. a second reading DIFFERING from the recorded value. Recorded: racial bias — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides. | alternatives.phenomenon | the tagger's words | |
| claim_relations | builds-on → Caste: The Origins Of Our Discontents Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | claim_relations[0] | the tagger's words | |
| claim_relations | builds-on → prior arguments (ref. 11) that individuals and systems mutually reinforce one another in organizations and the workplace Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | claim_relations[1] | the tagger's words | |
| claim_relations | contradicts → the individual-level tradition in the psychology of racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | claim_relations[2] | 0.9 | the tagger's words |
| claim_relations | extends → nested-levels models from race relations, human development and culture research Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | claim_relations[3] | 1.0 | the tagger's words |
| concept_edges | systemic factors —causes→ racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. strength of the relation: 1 also in: systemic factors · racial bias | concept_edges[0] | the tagger's words | |
| concept_edges | power and privilege —part-of→ systemic factors Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. strength of the relation: 1 also in: power and privilege · systemic factors | concept_edges[3] | the tagger's words | |
| concept_edges | cultural narratives —part-of→ systemic factors Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. strength of the relation: 1 also in: cultural narratives · systemic factors | concept_edges[4] | the tagger's words | |
| content_tags | The review considers the effects of five systemic factors on racial bias in the USA: power and privilege disparities, cultural narratives and values, segregated communities, shared stereotypes and nonverbal messages. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[0] | the tagger's words | |
| content_tags | The relation runs in both directions: each of the five systemic factors shapes individual-level bias, and individual-level bias in turn shapes systems and inequalities at every nested level. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[1] | the tagger's words | |
| content_tags | Telling white Americans that the country is becoming more racially diverse increases, rather than decreases, their bias in favour of white people. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[2] | the tagger's words | |
| content_tags | Living in a state with more Black residents was associated with increased racial bias only among white residents with limited close contact with Black people. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[3] | the tagger's words | |
| content_tags | Colourblind ideology functions to keep policies that are formally race-neutral racially biased in their effects. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[4] | the tagger's words | |
| content_tags | Because the cultural products of people of colour are devalued at a societal level, individuals develop bias against those who use and produce them. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[5] | the tagger's words | |
| content_tags | Individual bias devalues and negatively stereotypes physical spaces occupied by people of colour, which makes those spaces less desirable to white people and so reinforces residential segregation. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[6] | the tagger's words | |
| content_tags | The causal effect of exposure to cultural products on racial attitudes has never been tested experimentally, which the authors identify as an open gap. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[7] | the tagger's words | |
| content_tags | Markers of structural inequality in a person's surroundings predict their measured implicit bias. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[8] | 1.0 | the tagger's words |
| content_tags | Being told the country is becoming more diverse increased pro-white bias rather than reducing it. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[9] | 1.0 | the tagger's words |
| content_tags | Aggregate individual bias tracks institutional outcomes: county-level bias predicts racial disparities in school suspensions, expulsions and police referrals. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[10] | 1.0 | the tagger's words |
| content_tags | Greater individual anti-Black bias was associated with a lower likelihood of voting for Obama in 2008 and less support for his healthcare reform. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[11] | 1.0 | the tagger's words |
| content_tags | The authors judge interventions aimed at individual attitudes unlikely to address the systemic causes of bias. Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.findings[12] | 1.0 | the tagger's words |
| content_tags | racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: racial bias | content_tags.definitions[0] | the tagger's words | |
| content_tags | intergroup contact Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: intergroup contact | content_tags.definitions[1] | the tagger's words | |
| content_tags | racial socialization Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: racial socialization | content_tags.definitions[2] | the tagger's words | |
| content_tags | redlining Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: redlining | content_tags.definitions[3] | the tagger's words | |
| content_tags | racially colourblind ideology Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: racially colourblind ideology | content_tags.definitions[4] | the tagger's words | |
| content_tags | eminent domain Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: eminent domain | content_tags.definitions[5] | the tagger's words | |
| content_tags | manifest destiny Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: manifest destiny | content_tags.definitions[6] | the tagger's words | |
| content_tags | racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: racial bias | content_tags.definitions[7] | 1.0 | the tagger's words |
| content_tags | the nested levels of influence Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: the nested levels of influence | content_tags.definitions[8] | 1.0 | the tagger's words |
| content_tags | temporal influences Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: temporal influences | content_tags.definitions[9] | 1.0 | the tagger's words |
| content_tags | approximately 40% — share of US residents in 2020 polling who thought that paying less attention to race would improve racial inequality Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[0] | the tagger's words | |
| content_tags | roughly five times — Black-to-white ratio of US incarceration rates as of 2021 Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[1] | the tagger's words | |
| content_tags | 75% — share of neighbours who are white for the average white American, as an index of residential segregation Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[2] | the tagger's words | |
| content_tags | 40% — proportion of preschool children exposed to biased nonverbal signals who then copied those signals themselves Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[3] | the tagger's words | |
| content_tags | 67% ... less than 8% — share of South African top management positions held by white people in 2017, versus their share of the population Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[4] | the tagger's words | |
| content_tags | 100 times higher — the War on Drugs sentencing ratio between substances used disproportionately by Black versus white Americans Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[5] | the tagger's words | |
| content_tags | 57% ... 30% — how often observers attributed their attitude towards a target to the target's own behaviour rather than to the biased treatment the target received Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[6] | the tagger's words | |
| content_tags | five systemic factors — the factors the review covers: power and privilege, cultural narratives and values, segregated communities, shared stereotypes, nonverbal messages Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. | content_tags.quantities[7] | 1.0 | the tagger's words |
| content_tags | systemic factors Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: systemic factors | content_tags.variables[0] | 1.0 | the tagger's words |
| content_tags | individual-level racial bias Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above. also in: individual-level racial bias | content_tags.variables[1] | 0.85 | the tagger's words |
Tags that could not be placed in the text:
What was deliberately not tagged, and why, is recorded per paper by the tagger. Where a paper has no such record, this page says so rather than implying that nothing was declined.