Natalie Shlomo
Biographic Data
| ID | 136242 |
|---|---|
| NAME | Natalie Shlomo |
| GIVEN NAMES | Natalie |
| FAMILY NAME | Shlomo |
| SIGNATURE | SHLOMO N |
| AFFILIATIONS | University of Manchester |
| ORCID | 0000-0003-0701-5080 |
| VERIFIED | Yes |
| TOTAL WORKS | 10 |
| TOTAL CITATIONS | 12 |
| AUTHOR COUNT | 9 |
| EDITOR COUNT | 1 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 2 |
Improving the reliability of a nonprobability web survey: Application to measuring gender pay gap
Nonprobability web surveys suffer from selection and coverage biases and are generally not representative of the target population. To carry out statistical modelling in a nonprobability web survey, we explore different methods of statistical adjustments to compensate for biases through the use of a probability-based reference sample. We also show that we need to account for these biases when imputing missing data. The methods statistical adjustm…
The Effects of Framing the Survey Request and Using Targeted Appeals on Participation in Cross-sectional Surveys
The presentation of survey requests represents an easily modifiable feature of survey communications that can in some contexts affect response propensities. Here, we examine how two features: the framing of the participation request (informed by prospect theory) and the inclusion of targeted appeals based on demographic background (age or electoral district), affect participation rates in the 2021 Icelandic National Election Study, a mixed-mode c…
The persistence and pervasiveness of racial discrimination in Great Britain: Capturing Experienced Racial Discrimination Over Time and Life Domains
Racism has been long-established to be associated with social, economic, and health inequalities for minoritised ethnic groups, but existent evidence likely under-estimates the extent and persistence of experienced racial discrimination due to limitations in the measurement of timing and domains of life where racial discrimination occurs. We analysed data captured by a novel retrospective measure of life course experiences of racial discriminatio…
Racism and Ethnic Inequality in a Time of Crisis: Findings from the Evidence for Equality National Survey
Predicting Web Survey Breakoffs Using Machine Learning Models
Web surveys are becoming increasingly popular but tend to have more breakoffs compared to the interviewer-administered surveys. Survey breakoffs occur when respondents quit the survey partway through. The Cox survival model is commonly used to understand patterns of breakoffs. Nevertheless, there is a trend to using more data-driven models when the purpose is prediction, such as classification machine learning models. It is unclear in the breakof…
A new approach to assess the normalization of differential rates of protest participation
Measuring the dark figure of crime in geographic areas: Small area estimation from the Crime Survey for England and Wales
For decades, criminologists have been aware of the severe consequences of the dark figure of police records for crime prevention strategies. Crime surveys are developed to address the limitations of police statistics as crime data sources, and estimates produced from surveys can mitigate biases in police data. This paper produces small area estimates of crimes unknown to the police at local and neighbourhood levels from the Crime Survey for Engla…
Small Area Estimation of Latent Economic Well-being
Small area estimation (SAE) plays a crucial role in the social sciences due to the growing need for reliable and accurate estimates for small domains. In the study of well-being, for example, policy makers need detailed information about the geographical distribution of a range of social indicators. We investigate data dimensionality reduction using factor analysis models and implement SAE on the factor scores under the empirical best linear unbi…
Nurse Effects on Non-response in Survey-Based Biomeasures
Collecting biological data in representative surveys is becoming more common due to their potential to inform research and policy. Nevertheless, using nurses to collect these data can lead to unintended effects. In this paper, we investigate how nurses influence the non-response process by looking at five waves of data coming from two surveys in the UK: Understanding Society and the English Longitudinal Study of Ageing. We find that nurses explai…
How does parental social mobility during childhood affect socioeconomic status over the life course
The Effects of Framing the Survey Request and Using Targeted Appeals on Participation in Cross-sectional Surveys
The presentation of survey requests represents an easily modifiable feature of survey communications that can in some contexts affect response propensities. Here, we examine how two features: the framing of the participation request (informed by prospect theory) and the inclusion of targeted appeals based on demographic background (age or electoral district), affect participation rates in the 2021 Icelandic National Election Study, a mixed-mode c…
The persistence and pervasiveness of racial discrimination in Great Britain: Capturing Experienced Racial Discrimination Over Time and Life Domains
Racism has been long-established to be associated with social, economic, and health inequalities for minoritised ethnic groups, but existent evidence likely under-estimates the extent and persistence of experienced racial discrimination due to limitations in the measurement of timing and domains of life where racial discrimination occurs. We analysed data captured by a novel retrospective measure of life course experiences of racial discriminatio…
Measuring the dark figure of crime in geographic areas: Small area estimation from the Crime Survey for England and Wales
For decades, criminologists have been aware of the severe consequences of the dark figure of police records for crime prevention strategies. Crime surveys are developed to address the limitations of police statistics as crime data sources, and estimates produced from surveys can mitigate biases in police data. This paper produces small area estimates of crimes unknown to the police at local and neighbourhood levels from the Crime Survey for Engla…
Small Area Estimation of Latent Economic Well-being
Small area estimation (SAE) plays a crucial role in the social sciences due to the growing need for reliable and accurate estimates for small domains. In the study of well-being, for example, policy makers need detailed information about the geographical distribution of a range of social indicators. We investigate data dimensionality reduction using factor analysis models and implement SAE on the factor scores under the empirical best linear unbi…
How does parental social mobility during childhood affect socioeconomic status over the life course
How does parental social mobility during childhood affect socioeconomic status over the life course
Nurse Effects on Non-response in Survey-Based Biomeasures
Collecting biological data in representative surveys is becoming more common due to their potential to inform research and policy. Nevertheless, using nurses to collect these data can lead to unintended effects. In this paper, we investigate how nurses influence the non-response process by looking at five waves of data coming from two surveys in the UK: Understanding Society and the English Longitudinal Study of Ageing. We find that nurses explai…
A new approach to assess the normalization of differential rates of protest participation
Measuring the dark figure of crime in geographic areas: Small area estimation from the Crime Survey for England and Wales
For decades, criminologists have been aware of the severe consequences of the dark figure of police records for crime prevention strategies. Crime surveys are developed to address the limitations of police statistics as crime data sources, and estimates produced from surveys can mitigate biases in police data. This paper produces small area estimates of crimes unknown to the police at local and neighbourhood levels from the Crime Survey for Engla…
Small Area Estimation of Latent Economic Well-being
Small area estimation (SAE) plays a crucial role in the social sciences due to the growing need for reliable and accurate estimates for small domains. In the study of well-being, for example, policy makers need detailed information about the geographical distribution of a range of social indicators. We investigate data dimensionality reduction using factor analysis models and implement SAE on the factor scores under the empirical best linear unbi…
Predicting Web Survey Breakoffs Using Machine Learning Models
Web surveys are becoming increasingly popular but tend to have more breakoffs compared to the interviewer-administered surveys. Survey breakoffs occur when respondents quit the survey partway through. The Cox survival model is commonly used to understand patterns of breakoffs. Nevertheless, there is a trend to using more data-driven models when the purpose is prediction, such as classification machine learning models. It is unclear in the breakof…
Racism and Ethnic Inequality in a Time of Crisis: Findings from the Evidence for Equality National Survey
Improving the reliability of a nonprobability web survey: Application to measuring gender pay gap
Nonprobability web surveys suffer from selection and coverage biases and are generally not representative of the target population. To carry out statistical modelling in a nonprobability web survey, we explore different methods of statistical adjustments to compensate for biases through the use of a probability-based reference sample. We also show that we need to account for these biases when imputing missing data. The methods statistical adjustm…
The Effects of Framing the Survey Request and Using Targeted Appeals on Participation in Cross-sectional Surveys
The presentation of survey requests represents an easily modifiable feature of survey communications that can in some contexts affect response propensities. Here, we examine how two features: the framing of the participation request (informed by prospect theory) and the inclusion of targeted appeals based on demographic background (age or electoral district), affect participation rates in the 2021 Icelandic National Election Study, a mixed-mode c…
The persistence and pervasiveness of racial discrimination in Great Britain: Capturing Experienced Racial Discrimination Over Time and Life Domains
Racism has been long-established to be associated with social, economic, and health inequalities for minoritised ethnic groups, but existent evidence likely under-estimates the extent and persistence of experienced racial discrimination due to limitations in the measurement of timing and domains of life where racial discrimination occurs. We analysed data captured by a novel retrospective measure of life course experiences of racial discriminatio…
Sociology (7 works) · Economics (5 works) · Psychology (5 works) · Statistics (5 works) · Computer Science (4 works) · Mathematics (4 works) · Artificial Intelligence (3 works) · Econometrics (3 works) · Survey data collection (3 works) · Survey Methodology and Nonresponse (3 works)