2.3. Eligibility Criteria
Eligibility criteria were developed using the population, concept, and context (PCC) framework, as recommended for scoping reviews.
2.3.1. Inclusion Criteria
Studies were included if they met the following criteria:
Population: Adults aged 18 years or older diagnosed with MS, or healthcare professionals, including nurses, caring for people with MS.
Concept: Studies addressing modifiable environmental and lifestyle-related factors relevant to MS management. These factors included, but were not limited to, the thermal environment, lifestyle behaviors (smoking, diet, and physical activity), the sleep environment, psychosocial stress, the nutritional environment, and the therapeutic care environment. Studies examining nurse-led or nurse-involved interventions, assessments, education, or support strategies related to these environmental factors were prioritized.
Context: Studies conducted in inpatient, outpatient, rehabilitation, community, or home-based settings, or delivered through remote platforms, including telehealth, online, or telephone-based interventions.
Study types: Primary research studies using quantitative, qualitative, or mixed-methods designs, including intervention studies (randomized controlled trials, quasi-experimental studies, and pre-post studies), observational studies, qualitative studies, and program evaluations. Systematic reviews and meta-analyses were also considered for citation tracking.
Language: Studies published in English.
Timeframe: Studies published from January 2000 to August 2026, reflecting the period during which MS nursing roles have been increasingly formalized and environmental factors have gained recognition in MS management. The end date was aligned with the final search date to ensure that all eligible studies identified by the search were captured.
2.3.2. Exclusion Criteria
Studies were excluded if they:
Focused exclusively on pharmacological management of MS without addressing environmental factors or nursing roles.
Addressed pediatric MS populations only.
Were published as editorials, commentaries, conference abstracts, or opinion pieces without original data.
Did not include nursing involvement or relevance to nursing practice in environmental factor management.
2.4. Information Sources and Search Strategy
A systematic search was conducted in MEDLINE via PubMed, the Cumulative Index to Nursing and Allied Health Literature (CINAHL), Embase, Web of Science, PsycINFO, and the Cochrane Library. The search strategy was developed in consultation with a health sciences librarian and tailored to each database. Searches were conducted on August 15, 2026, without a date limit at the search stage; records published before January 2000 were excluded during screening. The full database-specific search strategies, including controlled vocabulary terms, free-text terms, Boolean operators, field tags, and applied limits, are provided in Supplementary File 1.
The search combined terms related to three key concepts: multiple sclerosis, environmental factors, and nursing care. Medical Subject Headings (MeSH) and equivalent controlled vocabulary terms were used where available and were supplemented with keyword searches in title and abstract fields. Boolean operators were used to combine concepts. The foundational search string combined terms for multiple sclerosis (including "multiple sclerosis," "MS," "demyelinating disease," and "demyelinating disorder"), environmental factors (including "environment," "thermal," "heat," "cooling," "temperature," "lifestyle," "smoking," "tobacco," "diet," "nutrition," "physical activity," "exercise," "sleep," "stress," "fatigue," "bowel," "self-management," "risk factor," and "modifiable"), and nursing (including "nurs*", "nursing care," "nursing intervention," "nursing role," "nurse-led," "nurse-patient," "nursing education," and "nursing assessment"). The three concepts were combined using the AND operator, with terms within each concept combined using the OR operator. In the executed MEDLINE query, the nursing term was entered literally as nurs[tiab], without truncation, alongside the nursing phrases shown below.
The MEDLINE search strategy was as follows: ("Multiple Sclerosis"[Mesh] OR "multiple sclerosis"[tiab] OR "MS"[tiab] OR "demyelinating disease"[tiab] OR "demyelinating disorder"[tiab]) AND ("Environment"[Mesh] OR environment[tiab] OR thermal[tiab] OR heat[tiab] OR cooling[tiab] OR temperature[tiab] OR lifestyle[tiab] OR smoking[tiab] OR tobacco[tiab] OR diet[tiab] OR nutrition[tiab] OR "physical activity"[tiab] OR exercise[tiab] OR sleep[tiab] OR stress[tiab] OR fatigue[tiab] OR bowel[tiab] OR self-management[tiab] OR "risk factor"[tiab] OR modifiable[tiab]) AND (nurs[tiab] OR "nursing care"[tiab] OR "nursing intervention"[tiab] OR "nursing role"[tiab] OR "nurse-led"[tiab] OR "nurse-patient"[tiab] OR "nursing education"[tiab] OR "nursing assessment"[tiab]). Limits: English language; humans. Equivalent strategies, adapted to each database's controlled vocabulary and syntax, were used for CINAHL, Embase, Web of Science, PsycINFO, and the Cochrane Library and are reported in Supplementary File 1.
To enhance comprehensiveness, supplementary search strategies were used. Reference lists of included studies and relevant systematic reviews were hand-searched to identify additional eligible studies. A limited gray literature search was conducted through Google Scholar and relevant professional nursing organizations' websites, including the International Organization of Multiple Sclerosis Nurses, the MS Trust, and the National MS Society. Where necessary, corresponding authors were contacted for clarification or additional data.
2.6. Data Extraction
The research team developed a standardized data extraction form and pilot-tested it on 5 included studies to ensure consistency and completeness. The form was refined iteratively after pilot testing. One reviewer extracted data using the standardized form, and a second reviewer independently verified all extracted data against the original publications. Discrepancies were resolved through discussion, with a third reviewer consulted when consensus could not be reached.
The following data were extracted from each included study: Author, publication year, country, study design, setting, sample size, participant characteristics, and funding sources; environmental factors addressed, classified according to the 6 thematic domains identified during analysis and aligned with the operational definition of environmental factors; nursing roles, including assessment, education, intervention delivery, care coordination, advocacy, and support; intervention details, including type, duration, frequency, delivery mode, and theoretical frameworks where reported; primary and secondary outcomes, outcome measures, and assessment timing; key findings relevant to nursing practice and environmental factor management; barriers and facilitators influencing the implementation or effectiveness of nursing interventions; and limitations reported by the original authors.
2.7. Data Synthesis
Data synthesis followed a thematic analysis approach informed by Braun and Clarke (
15). The synthesis process comprised several iterative steps.
Reviewers first read and reread the extracted data from all included studies to develop a comprehensive understanding of the evidence base. Descriptive codes were assigned to data segments concerning nursing roles, environmental factors, interventions, and outcomes. Two reviewers coded the data independently and then compared and refined the coding framework. Codes were organized into broader categories based on conceptual similarities and relationships. Through iterative team discussions, these categories were consolidated into 6 overarching themes representing the primary domains of nursing engagement with modifiable environmental and lifestyle-related factors in MS. Themes were refined through repeated team discussions, with attention to internal coherence, external distinctiveness, and alignment with the review question and operational definition of environmental factors. Themes were checked against the original extracted data to ensure fidelity to the source material.
A narrative synthesis organized the findings by theme. Within each theme, the nature of the evidence, key findings, nursing implications, and notable gaps in the literature were described. Qualitative findings were synthesized narratively, and study characteristics were summarized descriptively to characterize the evidence base. No quantitative meta-analysis was conducted because the review focused on thematic mapping of the literature.