Data obtained from FDGs and IDIs were first prepared into transcripts and fed into the Atlas.ti version 9 data management software. The goal of the data analysis was to identify theoretical constructs informed by critical realist concepts of mechanisms (reasoning individuals apply to available resources) and context (salient conditions that are likely to enable or constrains mechanisms).48 (link) To this end, we adopted the data analysis approach proposed by Strauss and Corbin49 guided by retroductive thinking50 (link) – a form of inference to identifying and verifying mechanisms that are theorised to generate the phenomena.51 (link) Codes were generated as the first stage of reducing the data.41 (link) The open coding followed a non-exclusive indexing approach to avoid selection bias at the early stages. An inductive axial coding technique was then used for identifying codes related to causal mechanisms and contextual elements. The process of abstraction was then applied to classify the initial codes obtained from the coding processes into conceptual categories,47 presented as thematic networks52 – web-like illustrations that summarize the main themes. The conceptual constructs obtained are considered as nuggets of information or building blocks required for theory construction (data synthesis).
Version 9
ATLAS.ti version 9 is a qualitative data analysis software designed for researchers and professionals. It provides a robust set of tools for organizing, analyzing, and visualizing data from various sources, including text, audio, video, and images. The software's core function is to assist users in the systematic exploration, coding, and interpretation of complex data sets, supporting qualitative research and analysis.
Lab products found in correlation
16 protocols using version 9
Qualitative Analysis of Mechanisms and Context
Data obtained from FDGs and IDIs were first prepared into transcripts and fed into the Atlas.ti version 9 data management software. The goal of the data analysis was to identify theoretical constructs informed by critical realist concepts of mechanisms (reasoning individuals apply to available resources) and context (salient conditions that are likely to enable or constrains mechanisms).48 (link) To this end, we adopted the data analysis approach proposed by Strauss and Corbin49 guided by retroductive thinking50 (link) – a form of inference to identifying and verifying mechanisms that are theorised to generate the phenomena.51 (link) Codes were generated as the first stage of reducing the data.41 (link) The open coding followed a non-exclusive indexing approach to avoid selection bias at the early stages. An inductive axial coding technique was then used for identifying codes related to causal mechanisms and contextual elements. The process of abstraction was then applied to classify the initial codes obtained from the coding processes into conceptual categories,47 presented as thematic networks52 – web-like illustrations that summarize the main themes. The conceptual constructs obtained are considered as nuggets of information or building blocks required for theory construction (data synthesis).
Socio-demographic Analysis through Interviews
Breastfeeding Support Practices and BFHI
Qualitative Analysis of French Interviews
stripped of identifying information before analysis. Data were analyzed with a
conventional content method17 (link) in an inductive
way.18 Two female researchers (MG, master-level psychologist and
LS, master-level medical student) conducted the initial coding independently.
Both researchers met to merge their codes and create a codebook that would
include the common codes; idiosyncratic or redundant codes were grouped or
removed. A third senior female researcher (VG, psychologist, PhD-level senior
researcher) tested out the codebook by coding independently 2 interviews, and
the codebook was adapted according to her feedback. Two researchers
(master-level psychologist and master-level medical student) double-coded 10% of
the interviews independently with the final codebook; any discrepancies were
addressed until a consensus was found. This process was conducted until
obtaining an adequate intercoder concordance of more than 80%.19 A single
coder (master-level medical student) independently coded the remaining
interviews and explored the overreaching themes. The software used was Atlas.ti
version 9 (ATLAS.ti Scientific Software Development GmbH).
Post-ICU Cognitive Screening Interviews
Qualitative Analysis of Individual and Focus Group Interviews
Computer software Atlas.ti version 9.1.6. was used to manage and analyze the data.
Quantitative and Qualitative Analysis of Factors Influencing COVID-19 Prevention
Qualitative data analysis was conducted using Atlas.ti version 9 (ATLAS.ti Scientific Software Development GmbH), which is a tool for qualitative research content analysis. The results of the in-depth interviews with informants were transcribed into the Atlas.ti program. The data were identified and grouped using a main code (predisposing, enabling, or reinforcing factor) as well as subcategories (infrastructure, punishment, policy, COVID-19, prevention and control team, and their duties and responsibilities).
Palliative Care Needs Across Settings
Thematic Analysis of Judicial Challenges
Exploring Perspectives on Educational Program
The semi-structured interview guide was developed with input from both CDH and MDA investigators (
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