esmdata_raw

Raw dataset from a pilot ESM study.
This dataset has undergone random value alterations to ensure privacy and cannot be utilized for formal research purposes.
For additional information, refer to the associated article.

datasets

Tailored explicitly for Experience Sampling Method (ESM)
data, it contains a suite of functions designed to simplify
preprocessing steps and create subsequent reporting. It empowers
users with capabilities to extract critical insights during
preprocessing, conducts thorough data quality assessments (e.g., design
and sampling scheme checks, compliance rate, careless responses), and
generates visualizations and concise summary tables tailored
specifically for ESM data. Additionally, it streamlines the creation
of informative and interactive preprocessing reports, enabling
researchers to transparently share their dataset preprocessing
methodologies. Finally, it is part of a larger ecosystem which
includes a framework and a web gallery
(<https://preprocess.esmtools.com/>).

Jordan Revol

esmtools

Preprocessing Experience Sampling Method (ESM) Data

Koen Niemeijer

esmdata_raw function

A data frame with 6 rows and 13 columns:<dl>
<dt>dyad</dt>
<dd>Dyad identification number</dd><dt>id</dt>
<dd>Participant identification number</dd><dt>role</dt>
<dd>Role of a participant within a dyad, indicated by a character (0=father or 1=mother)</dd><dt>age</dt>
<dd>Age of the participant</dd><dt>scheduled</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was scheduled</dd><dt>sent</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was sent</dd><dt>start</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was opened by the participant</dd><dt>end</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was ended by the participant</dd><dt>pos_aff</dt>
<dd>Positive affect score (0-100)</dd><dt>neg_aff</dt>
<dd>Negative affect score (0-100)</dd><dt>perc_stress_child</dt>
<dd>parents reported if their child did experience a stressful event since the last beep</dd><dt>perc_fun_child</dt>
<dd>parents reported if their child had experienced anything fun since the last beep (yes/no)</dd><dt>perc_fun_signaled</dt>
<dd>parents rated to which extent their child showed they experienced this fun event (0-100)</dd>
</dl>

Format

Raw ESM data set — esmdata_raw

A data frame with 6 rows and 13 columns:<dl>
<dt>dyad</dt>
<dd>Dyad identification number</dd>

<dt>id</dt>
<dd>Participant identification number</dd>

<dt>role</dt>
<dd>Role of a participant within a dyad, indicated by a character (0=father or 1=mother)</dd>

<dt>age</dt>
<dd>Age of the participant</dd>

<dt>scheduled</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was scheduled</dd>

<dt>sent</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was sent</dd>

<dt>start</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was opened by the participant</dd>

<dt>end</dt>
<dd>Timestamps (e.g., “2023/04/14 10:23:47”) of when the ESM questionnaire was ended by the participant</dd>

<dt>pos_aff</dt>
<dd>Positive affect score (0-100)</dd>

<dt>neg_aff</dt>
<dd>Negative affect score (0-100)</dd>

<dt>perc_stress_child</dt>
<dd>parents reported if their child did experience a stressful event since the last beep</dd>

<dt>perc_fun_child</dt>
<dd>parents reported if their child had experienced anything fun since the last beep (yes/no)</dd>

<dt>perc_fun_signaled</dt>
<dd>parents rated to which extent their child showed they experienced this fun event (0-100)</dd>


</dl>

esmdata_raw: Raw ESM data set

Description

Usage

Arguments

Format