Table 1 Gallup polls19 showing social positions, environmental and climate data21 along with \(R^2\) fit values. The best fits are in bold.

From: Modelling shifts in social opinion through an application of classical physics

Name

Description

\(R^2\)

Linear/2nd-ord. poly/logistic

Tracking change in states

Interracial marriage (S1)

Number of states that support interracial marriage, up through the Loving vs. Virginia Supreme Court decision of 1967

0.878/0.902/0.896

Prohibition (S2)

The number of dry states prior to the 18th Amendment (Prohibition)

0.268/0.493/0.363

Woman’s suffrage (S3)

Number of states that let women vote in presidential elections before the 19th Amendment took effect

0.683/0.892/0.899

Abortion (S4)

Number of states that allowed at least some abortions before the Supreme Court ruled in Roe vs. Wade Decision

0.798/0.829/0.703

Same-sex marriage (S5)

Number of states that allowed same-sex marriage before the Supreme Court ruled in Obergefell vs. Hodges in 2015

0.711/0.920/0.928

Recreational marijuana (S6)

Number of states where recreational marijuana is legal

0.725/0.813/0.823

Polling of popular topics

Non-religious affiliation (O1)

Percentage of Americans with no religious affiliation (1948–2009)

0.893/0.899/0.890

Church membership (O2)

Trends in American attendance in church/synagogue/mosque (1952–2019)

0.619/0.754/–

Women for president (O3)

American’s willingness to vote for a woman for president (1937–2019)

0.935/0.955/–

Black for president (O4)

American’s willingness to vote for a black president (1958–2019)

0.904/0.967/–

Ideal family size (O5)

Americans’ views on ideal family size with no more than two children in a family (1936–2018)

0.520/0.568/0.466

Woman’s work preference (O6)

Woman’s preference in America to work outside of the home (1974–2016)

0.390/0.391/0.363

Environmental and climate topics

Protecting the environment (E1)

Percentage of Americans who support prioritizing policies to protect the environment (2009–2020)

0.802/0.819/0.802

Stricter environmental laws (E2)

Percentage of Americans who say stricter environmental laws are ’worth the cost’ (1994–2019)

0.802/0.819/0.802

Climate change issues (E3)

Percentage of Americans who support prioritizing policies to mitigate against climate change (2009–2020)

0.803/0.939/0.836