This readme file was generated on 2023-02-17 by katie Newby GENERAL INFORMATION Title of Dataset: SPSS output for all analyses supporting ‘Moving an exercise referral scheme to remote delivery during the Covid-19 pandemic: an observational study examining the impact on uptake, adherence, outcomes, and costs’ (PHIRST NERS project) Author/Principal Investigator Information Name: Dr Katie Newby ORCID: 0000-0002-9348-0116 Institution: University of Hertfordshire Address: Department of Psychology, Sport and Geography Room 1H273, C.P. Snow Building Life and Medical Sciences College Lane Campus University of Hertfordshire Hatfield AL10 9AB Email: k.newby@herts.ac.uk Author/Associate or Co-investigator Information Name: Prof Katherine Brown ORCID:0000-0003-2472-5754 Institution: University of Hertfordshire Address: Department of Psychology, Sport and Geography Room 1H273, C.P. Snow Building Life and Medical Sciences College Lane Campus University of Hertfordshire Hatfield AL10 9AB Email: k.brown25@herts.ac.uk Date of data collection: Data transferred to the research team in January 2022. Dataset includes patients referred to NERS between the 1st January 2019 and the 9th December 2021. Geographic location of data collection: Wales Information about funding sources that supported the collection of the data: National Institute for Health and Care Research (NIHR; Award ID: NIHR131573; Project ID: NIHR134153). SHARING/ACCESS INFORMATION Licenses/restrictions placed on the data: All rights reserved Links to publications that cite or use the data: Currently under review by BMC Public Health Was data derived from another source? Yes. This is the output from SPSS (statistical analysis software) which was used to analyse the dataset. The original dataset is owned by Public Health Wales not publically available. The dataset was made available to the research team under license for the purposes of this study. Recommended citation for this dataset: Newby, K., Howlett, N., Wagner, A., Smeeton, N., Fakoya, O., Lloyd, N., Freethy, I., Bontoft, C., Brown, K., & Wills, W. (2023). SPSS output for all analyses supporting ‘Moving an exercise referral scheme to remote delivery during the Covid-19 pandemic: an observational study examining the impact on uptake, adherence, outcomes, and costs’ (PHIRST NERS project) [Data set]. UH Research Archive. https://doi.org/10.18745/DS.26088 DATA & FILE OVERVIEW The list below displays the parent and child folders containing the output (preceding by '>' and '>>' respectively). File names contained within these folders are preceded with '#' . >Adherence #Adherence 1 - multilevel model for engagement #Adherence 2 - multilevel analysis for 16 wk consultation >Demographics #Demographics - all analysed #Demographics - all referred >Health outcomes >>Blood pressure #Blood pressure multilevel #Repeated measures ANCOVA blood pressure >>BMI #BMI multilevel model #Repeated measures ANCOVA BMI >>EQ5D #Eq5d_index multilevel #Output Milli_QALY multilevel #Repeated measures ANCOVA EQ5D index >>Resting heart rate #Repeated measures ANCOVA resting heart rate #Resting heart rate multilevel >Physical activity #Repeated measures ANCOVA SPAQ #SPAQ multilevel model >Uptake #Multi-level model for uptake 1 #Multi-level model for uptake 2 Are there multiple versions of the dataset? No METHODOLOGICAL INFORMATION Description of methods used for collection/generation of data: Protocol available via research regsitry: https://www.researchregistry.com (#7842). Research aim: The aim of this study was to explore the barriers and facilitators to uptake and engagement of the Welsh National Exercise Referral Scheme (NERS) when delivered in face-to-face and virtual formats, and to examine the cost to service users of engaging with scheme in these different ways. Maximum variation sampling was used to recruit participants. Interviews with service users (n=21) and one person who declined the service, and three focus groups with service providers (n=19), were conducted. Methods for processing the data: Audio recordings were transcribed to create the data files. People involved with sample collection, processing, analysis and/or submission: One-to-one interviews were conducted by a member of the research team whereas all focus groups were co-facilitated. In two of the three focus groups, co-facilitation was by a NERS coordinator, trained in qualitative data collection methods. Semi-structured schedules were used to guide focus groups and interviews. DATA-SPECIFIC INFORMATION FOR: multilevel model for engagement Variable List: Sessions_completed_16wk Total number of NERS sessions attended Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway DATA-SPECIFIC INFORMATION FOR: multilevel analysis for 16 wk consultation Variable List: Date_of_16wk_consultation_recorded_USE_ME Whether service user attended the 16-week consultation (yes/no) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Pathways_5 NERS pathway (generic, level 4, back care, mental health or weight management) Cohort_Group Mode of delivery (face-to-face, remote, or modified) DATA-SPECIFIC INFORMATION FOR: Demographics - all analysed Variable List: Gender2 biological sex (male or female) Age_at_ref2 age at referral (years) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile LHB2 Local Health Board Pathways_5 NERS pathway (generic, level 4, back care, mental health or weight management) ref_recode2 Referrer (GP, physiotherapist, practice nurse, other) DATA-SPECIFIC INFORMATION FOR: Demographics - all referred Variable List: Gender2 biological sex (male or female) Age_at_ref2 age at referral (years) Age_at_ref2 age at referral (years) Gender2 biolocial sex (male or female) Pathways_5 NERS pathway (generic, level 4, back care, mental health or weight management) Cohort_Group Mode of delivery (face-to-face, remote, or modified) LHB2 Local Health Board Pathways_5 NERS pathway (generic, level 4, back care, mental health or weight management) ref_recode2 Referrer (GP, physiotherapist, practice nurse, other) DATA-SPECIFIC INFORMATION FOR: Blood pressure multilevel Variable List: sys_16wk_clean Systolic blood pressure measurement at 16 weeks Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway init_sys_clean Systolic blood pressure measurement at referral DATA-SPECIFIC INFORMATION FOR: Repeated measures ANCOVA blood pressure Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority init_sys_clean Systolic blood pressure measurement at referral sys_16wk_clean Systolic blood pressure measurement at 16 weeks DATA-SPECIFIC INFORMATION FOR: BMI multilevel model Variable List: bmi_16wk_clean Body Mass Index (BMI) at 16 weeks Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway init_bmi_clean Body Mass Index (BMI) at referral DATA-SPECIFIC INFORMATION FOR: Repeated measures ANCOVA BMI Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority init_bmi_clean Body Mass Index (BMI) at referral bmi_16wk_clean Body Mass Index (BMI) at 16 weeks DATA-SPECIFIC INFORMATION FOR: Eq5d_index multilevel Variable List: eq5d_index_16wk_usual EQ5D at 16 weeks Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway eq5d_index_init_usual EQ5D at referral DATA-SPECIFIC INFORMATION FOR: Output Milli_QALY multilevel Variable List: Milli_QALY QALY score * 1000 Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway eq5d_index_init_usual EQ5D at referral DATA-SPECIFIC INFORMATION FOR: Repeated measures ANCOVA EQ5D index Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority eq5d_index_init_usual EQ5D at referral eq5d_index_16wk_usual EQ5D at 16 weeks DATA-SPECIFIC INFORMATION FOR: Repeated measures ANCOVA resting heart rate Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority init_bmp_clean resting heart rate at referral (beats per minute) bpm_16wk_clean resting heart rate at 16 weeks (beats per minute) DATA-SPECIFIC INFORMATION FOR: Resting heart rate multilevel Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway init_bmp_clean resting heart rate at referral (beats per minute) bpm_16wk_clean resting heart rate at 16 weeks (beats per minute) DATA-SPECIFIC INFORMATION FOR: Repeated measures ANCOVA SPAQ Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority Spaq_leisure_total_init_transformed Measurement of total per week physical activity at referral (transformed to normalise data) Spaq_leisure_total_16wk_transformed Measurement of total per week physical activity at 16 weeks (transformed to normalise data) DATA-SPECIFIC INFORMATION FOR: SPAQ multilevel model Variable List: Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Dummy2 remote mode of delivery Cohort_Dummy3 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway Spaq_leisure_total_init_transformed Measurement of total per week physical activity at referral (transformed to normalise data) Spaq_leisure_total_16wk_transformed Measurement of total per week physical activity at 16 weeks (transformed to normalise data) DATA-SPECIFIC INFORMATION FOR: SPAQ multilevel model Variable List:Multi-level model for uptake 1 Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_Group Mode of delivery (face-to-face, remote, or modified) IMD_Quintile Welsh Index of Multiple deprivation (IMD) quintile Local_Authority local authority Pathways_5 NERS pathway (generic, level 4, back care, mental health or weight management) ref_recode2 Referrer (GP, physiotherapist, practice nurse, other) Date_of_first_consultation_recorded Attended first onsultation (yes, no) #Multi-level model for uptake 2 Age_at_ref2 age at referral (years) Gender2 biological sex (male or female) Cohort_two_groups=1 face-to-face and remote mode of delivery combined Cohort_two_groups=2 modified mode of delivery IMD_Quintile2_dummy Welsh Index of Multiple deprivation (IMD) quintile 2 IMD_Quintile3_dummy Welsh Index of Multiple deprivation (IMD) quintile 3 IMD_Quintile4_dummy Welsh Index of Multiple deprivation (IMD) quintile 4 IMD_Quintile5_dummy Welsh Index of Multiple deprivation (IMD) quintile 5 Pathway_5_dummy_generic_level4 Level 4 pathway Pathway_5_dummy_generic_back Back care pathway Pathway_5_dummy_generic_MH Mental health pathway Pathway_5_dummy_generic_weight Weight management pathway Date_of_first_exercise_recorded_USE_ME Attended first exercise session