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| How to use ResiMETA Data Dictionary | |||||||||||||||||||||||||
| # | This data dictionary is linked to ResiMETA database (ResiMETA_Database_v01_Upload) and can be used to: | ||||||||||||||||||||||||
| understand the overall structure of the database and the correct interpretation of coded variables | |||||||||||||||||||||||||
| look up definitions, coding schemes, variable formats or abbreviations | |||||||||||||||||||||||||
| # | The document consists of 3 tabs | ||||||||||||||||||||||||
| General_Rules | provides information on general formatting and coding rules that apply to all variables in the database | ||||||||||||||||||||||||
| Abbreviations | provides information on abbreviations and acronyms used throughout the database and associated documentation | ||||||||||||||||||||||||
| Data_Dictionary | provides variable-level unique details, including variable names, data type, and coding schemes | ||||||||||||||||||||||||
| # | For questions or support, feel free to contact: | ||||||||||||||||||||||||
| resimeta@lir-mainz.de | |||||||||||||||||||||||||
| Data Dictionary Status | |||||||||||||||||||||||||
| Certain variables are currently being finalized and are not yet included in this version of the data dictionary. These variables will be added in the upcoming release. | |||||||||||||||||||||||||
| We continuously update and refine the dataset to ensure completeness and accuracy. Users are encouraged to refer to the latest version for the most up-to-date information. | |||||||||||||||||||||||||
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| Missing Data Codes | |||||||||||||||||||||||||
| # | "NA" (not applicable), "NR" (not reported) | ||||||||||||||||||||||||
| Format Rules | |||||||||||||||||||||||||
| # | write dates according to ISO 8601 format: YYYY-MM-DD. | ||||||||||||||||||||||||
| # | store percentages as numeric values (float or integer) | ||||||||||||||||||||||||
| # | write all words in lowercase, except proper names | ||||||||||||||||||||||||
| # | use a period (.) as the decimal separator, not a comma (,) | ||||||||||||||||||||||||
| # | use a comma followed by a space (, ) as the separator for content units (e.g., mean age per subgroup) | ||||||||||||||||||||||||
| # | when multiple separations occur within one separate entity, use double slashes (//) to separate superior entities (e.g., mothers: 2, 4, 6 // fathers: 5, 7, 8) | ||||||||||||||||||||||||
| # | use “and,” “or,” and “to” as separators for multiple numbers within one cell (e.g., multiple overlap categories) | ||||||||||||||||||||||||
| # | use hyphen (-) as minus sign and as a hyphen for numerical or content ranges | ||||||||||||||||||||||||
| # | write out abbreviations used by study authors (e.g., write out “HCW” as “health care workers”), except for standard abbreviations listed in the sheet Abbreviations (e.g., “PTSD”) | ||||||||||||||||||||||||
| # | do NOT use quotation marks (“ ”) or arrows (->), as these may cause formatting problems | ||||||||||||||||||||||||
| # | the symbols >, <, ≥, and ≤ (greater than, less than, greater than or equal to, and less than or equal to) may be used in string fields | ||||||||||||||||||||||||
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| Abbreviation | Description | ||||||||||||||
| PTSD | post-traumatic stress disorder | ||||||||||||||
| HIC | high-income country | ||||||||||||||
| UMIC | upper-middle-income country | ||||||||||||||
| LMIC | lower-middle-income country | ||||||||||||||
| LIC | low-income country | ||||||||||||||
| COVID-19 | coronavirus disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) | ||||||||||||||
| ASD | autism spectrum disorder | ||||||||||||||
| RCT | randomized controlled trial | ||||||||||||||
| ICU | intensive care unit | ||||||||||||||
| TBI | traumatic brain injury | ||||||||||||||
| SARS | severe acute respiratory syndrome | ||||||||||||||
| DSM-IV | Diagnostic and Statistical Manual of Mental Disorders, fourth edition | ||||||||||||||
| DSM-V | Diagnostic and Statistical Manual of Mental Disorders, fifth edition | ||||||||||||||
| NATO | North Atlantic Treaty Organization | ||||||||||||||
| IVF | in vitro fertilization | ||||||||||||||
| HIV | human immunodeficiency virus | ||||||||||||||
| USA | United States of America | ||||||||||||||
| U.S. | United States | ||||||||||||||
| ART | assisted reproductive technology | ||||||||||||||
| UK | United Kingdom | ||||||||||||||
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| Resilient (n) | number of participants assigned to trajectory classified as resilient | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | 471 | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Recovery Label (Authors) | label used by study authors for trajectory that was classified as recovery trajectory by research team | NA | moderate depression, considerably decreasing / Group 3 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Recovery (%) | percentage of participants assigned to trajectory classified as recovery | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | 2,2 | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Recovery (n) | number of participants assigned to trajectory classified as recovery | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | 38 | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Delayed Label (Authors) | label used by study authors for trajectory that was classified as delayed trajectory by research team | NA | moderate-increasing | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Delayed (%) | percentage of participants assigned to trajectory classified as delayed | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | 5,2 | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Delayed (n) | number of participants assigned to trajectory classified as delayed | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | 32 | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Chronic Label (Authors) | label used by study authors for trajectory that was classified as chronic trajectory by research team | NA | moderate depression, stable / Group 5 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Chronic (%) | percentage of participants assigned to trajectory classified as chronic | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | 3,6 | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Chronic (n) | number of participants assigned to trajectory classified as chronic | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | 62 | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Moderate Stable Label (Authors) | label used by study authors for trajectory that was classified as moderate stable trajectory by research team | NA | mild depression, decreasing / Group 4 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Moderate Stable (%) | percentage of participants assigned to trajectory classified as moderate stable | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | 18,8 | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Moderate Stable (n) | number of participants assigned to trajectory classified as moderate stable | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | 326 | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other1 Label (Authors) | label used by study authors for trajectory that could not be assigned to any of the prototypical trajectories by research team label | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other1 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Other1 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other2 Label (Authors) | label used by study authors for trajectory that could not be assigned to any of the prototypical trajectories by research team label | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other2 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Other2 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other3 Label (Authors) | label used by study authors for trajectory that could not be assigned to any of the prototypical trajectories by research team label | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Other3 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Other3 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double1 Label (Authors) | label used by study authors for trajectory that represents a second prototypical trajectory (e.g., a second resilience or recovery trajectory) | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double1 Label (Prototypical) | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | ||||||||||||||
| Double1 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Double1 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double2 Label (Authors) | label used by study authors for trajectory that represents a second prototypical trajectory (e.g., a second resilience or recovery trajectory) | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double2 Label (Prototypical) | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | ||||||||||||||
| Double2 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Double2 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double3 Label (Authors) | label used by study authors for trajectory that represents a second prototypical trajectory (e.g., a second resilience or recovery trajectory) | NA | pending | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Double3 Label (Prototypical) | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | ||||||||||||||
| Double3 (%) | percentage of participants assigned to trajectory classified as “other” or second prototypical trajectory | # reported in publication or self calculated # extract as many decimal places as specified in publication (2 decimal places if self calculated) | pending | float | continous | input field | [0;100] | percentage | variable | NA | pending | ||||||||||||||
| Double3 (N) | number of participants assigned to trajectory classified as “other” or second prototypical trajectory | # auto-calculated from other variables # CAVE: stick to numbers reported in publication in case of deviation | pending | integer | discrete | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Level1: Resilience Factor Analyses → every resilence factor for every outcome in seperate row (e.g. Y*X rows for studys with Y resilience factors for X outcomes) | |||||||||||||||||||||||||
| Level1.1: Resilience Factors | |||||||||||||||||||||||||
| Authors' Name of Resilience Factor | name of resilience factor as stated in publication | pending | workplace social support (Analyses: low work support) | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Labeling | categorization of resilience factor into defined labels | # CAVE: based on assessment tool (authors' labeling may sometimes differ) # resilience facors reported at least five times will be assigned to a new category, otherwise “not yet categorized” | workplace atmosphere | string | nominal | drop-down list (single) | pending | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Labeling Category | superior categorization of resilience factor into defined labels | # CAVE: based on assessment tool (authors' labeling may sometimes differ) # resilience facors reported at least five times will be assigned to a new category, otherwise “not yet categorized” | work-related factors | string | nominal | drop-down list (single) | pending | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Level | categorization of resilience factor into defined levels based on a multilevel approach to resilience factors, resilience factors can be categorised according to the level at which they are perceived and available: individual (e.g., self-efficacy), social (e.g., social support) or societal (e.g., perceived safety) level | NA | social | string | nominal | drop-down list (single) | individual; social; societal | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Assessment Tool Full Name | full name of assessment tool for resilience factor | # extract full name and additional information concerning version (e.g. "8-item version", "slightly altered version") or subscale (e.g. "refocus on planning subscale") # do NOT extract information about translated versions (e.g. "ERQ, German version") | Multidimensional Scale of Perceived Social Support | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Assessment Tool Abbreviation | abbreviation of assessment tool for resilience factor | NA | MSPSS | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Resilience Factor Rating Mode | mode in which the instrument was rated (i.e. self-rated or other-rated) | NA | self-rated | string | nominal | drop-down list (single) | self-rated; other-rated; unclear | NA | NA | NA | NA | ||||||||||||||
| Assessment Before Stressor Exposure | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | pending | ||||||||||||||
| Level1.2: Method | |||||||||||||||||||||||||
| pending | |||||||||||||||||||||||||
| Level1.3: Evidence Ratings | |||||||||||||||||||||||||
| C1_Rating of Evidence Level – RESILIENT vs. Other Trajectories (Without Recovery) | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with other trajectories (excluding recovery trajectory) at first control level, i.e. without control for other variables | # > = + // n.s. = 0 // < = – # enter as: ="[...]" to ensure formatting as text | 0 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C1_Rating of Evidence Level – RECOVERY vs. Less Favourable Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of recovery trajectory with less favourable trajectories at first control level, i.e. without control for other variables | # > = + // n.s. = 0 // < = – # enter as: ="[...]" to ensure formatting as text | + | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C1_Rating of Evidence Level – RESILIENT vs. RECOVERY Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with recovery trajectory at first control level, i.e. without control for other variables | # > = + // n.s. = 0 // < = – # enter as: ="[...]" to ensure formatting as text | - | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C1_Basis of Rating | basis of rating at first control level (e.g. table X, results section, supplementary material) | NA | Table 2, Table 4 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C2_Rating of Evidence Level – RESILIENT vs. Other Trajectories (Without Recovery) | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with other trajectories (excluding recovery trajectory) at second control level, i.e. under control for sociodemographic variables | # > = ++ // n.s. = 00 // < = -- # enter as: ="[...]" to ensure formatting as text | 00 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C2_Rating of Evidence Level – RECOVERY vs. Less Favourable Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of recovery trajectory with less favourable trajectories at second control level, i.e. under control for sociodemographic variables | # > = ++ // n.s. = 00 // < = -- # enter as: ="[...]" to ensure formatting as text | ++ | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C2_Rating of Evidence Level – RESILIENT vs. RECOVERY Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with recovery trajectory at second control level, i.e. under control for sociodemographic variables | # > = ++ // n.s. = 00 // < = -- # enter as: ="[...]" to ensure formatting as text | --- | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C2_Basis of Rating | basis of rating at second control level (e.g. table X, results section, supplementary material) | NA | Table 4 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C3_Rating of Evidence Level – RESILIENT vs. Other Trajectories (Without Recovery) | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with other trajectories (excluding recovery trajectory) at third control level, i.e. under control for other resilience factors | # > = +++ // n.s. = 000 // < = --- # enter as: ="[...]" to ensure formatting as text | 000 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C3_Rating of Evidence Level – RECOVERY vs. Less Favourable Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of recovery trajectory with less favourable trajectories at third control level, i.e. under control for other resilience factors | # > = +++ // n.s. = 000 // < = --- # enter as: ="[...]" to ensure formatting as text | +++ | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C3_Rating of Evidence Level – RESILIENT vs. RECOVERY Trajectories | evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with recovery trajectory at third control level, i.e. under control for other resilience factors | # > = +++ // n.s. = 000 // < = --- # enter as: ="[...]" to ensure formatting as text | --- | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| C3_Basis of Rating | basis of rating at third control level (e.g. table X, results section, supplementary material) | NA | Table 4 | string | nominal | input field | NA | NA | NA | NA | NA | ||||||||||||||
| Rating Resilience vs. Others | summary evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with other trajectories (excluding recovery trajectory) across all control levels | # auto-calculated from other variables # +++ = 8, ++ = 7, + = 6, 0 = 5, 00 = 4, 000 = 3, - = 2, -- = 1, --- = 0 | 7 | integer | discrete | input field | [0; 8] | NA | NA | NA | pending | ||||||||||||||
| Rating Recovery vs. Others | summary evidence level rating of resilience factor according to a defined rating scheme: comparison of recovery trajectory with less favourable trajectories across all control levels | # auto-calculated from other variables # +++ = 8, ++ = 7, + = 6, 0 = 5, 00 = 4, 000 = 3, - = 2, -- = 1, --- = 0 | 3 | integer | discrete | input field | [0; 8] | NA | NA | NA | pending | ||||||||||||||
| Rating Resilience vs. Recovery | summary evidence level rating of resilience factor according to a defined rating scheme: comparison of resilient trajectory with recovery trajectory across all control levels | # auto-calculated from other variables # +++ = 8, ++ = 7, + = 6, 0 = 5, 00 = 4, 000 = 3, - = 2, -- = 1, --- = 0 | 7 | integer | discrete | input field | [0; 8] | NA | NA | NA | pending | ||||||||||||||
| Double Rating at a Lower Evidence Level Available | pending | pending | no | string | nominal | drop-down list (single) | no; yes | NA | NA | NA | pending | ||||||||||||||
