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Record W2971984046 · doi:10.1111/fare.12381

Building Family Relationships With Inherited Stepgrandparents

2019· article· en· W2971984046 on OpenAlexaff
Caroline Sanner, Lawrence H.Ganong, Marilyn Coleman, Ashton Chapman, Youngjin Kang

Bibliographic record

VenueFamily Relations · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicFamily Dynamics and Relationships
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRemarriageStepfamilyKinshipFeelingPsychologyDevelopmental psychologyConstruct (python library)Symbolic interactionismGrounded theorySocial psychologySociologyQualitative research

Abstract

fetched live from OpenAlex

Objective To understand how, and under what conditions, stepgrandchildren build and maintain familial ties with inherited stepgrandparents, using symbolic interaction theory as a lens. Background High rates of divorce and remarriage coupled with increases in longevity suggest that more children have stepgrandparent relationships than ever before. Stepgrandparents, who are the parents of a stepparent (i.e., inherited stepgrandparents), have been hypothesized to play key roles in shaping stepfamily life, but little is known about how stepgrandchildren develop close, family‐like intergenerational steprelationships after a parent's remarriage. Method Forty‐three adult stepgrandchildren (15 men, 28 women) were interviewed about their relationships with 131 inherited stepgrandparents. Grounded theory procedures were used to collect and analyze the data. Results Four key processes were identified that served as markers of kinship and facilitated the development of close familial ties: (a) stepgrandchildren feeling affectionate toward middle‐generation stepparents, (b) stepgrandparents engaging in affinity‐building efforts, (c) stepgrandchildren evaluating affinity‐building efforts favorably, and (d) biological parents using age‐effective strategies to facilitate relationship development. Conclusion Stepgrandchildren actively construct their relationships with stepgrandparents using symbols available to them, which are influenced by third parties such as parents and stepparents. When stepgrandchildren claim stepgrandparents as family, they perceive benefits. Implications Intergenerational stepfamily relationships may be valuable resources for children whose parents divorce and remarry.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.040
GPT teacher head0.285
Teacher spread0.244 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations16
Published2019
Admission routes1
Has abstractyes

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