Methods for conceptualising ‘visual ability’ as a measurable construct in children with cerebral palsy
BMC Medical Research Methodology volume 17, Article number: 46 (2017)
Vision influences functioning and disability of children with cerebral palsy, so there is a growing need for psychometrically robust tools to advance assessment of children’s vision abilities in clinical practice and research. Vision is a complex construct, and in the absence of clarity about this construct it is challenging to know whether valid, reliable measures exist. This study reports a method for conceptualising ‘visual ability’ as a measurable construct.
Using the items from 19 assessment tools previously identified in a systematic review, this study used a two-phase process: first, deductive content analysis linked items to the International Classification of Functioning, Disability and Health - Child and Youth version (ICF-CY), and second, vision-specific ‘Activity’-level items were explored using inductive thematic analysis.
The linking and content analysis identified that existing assessment tools are measuring vision across the ICF-CY domains of Body Functions, Activities and Participation, and Environmental and Personal Factors. Items specifically coded to vision at the Activity level were defined as measuring ‘how vision is used’, and these items form the basis of the conceptualisation that ‘visual ability’ is measurable as a single construct.
The thematic analysis led to the identification of 3 categories containing 13 themes that reflect a child’s observable visual behaviours. Seven abilities reflect how a child uses vision: responds or reacts, initiates, maintains or sustains looking, changes or shifts looking, searches, locates or finds, and follows. Four interactions reflect the contexts in which a child uses their vision to purposefully interact: watches and visually interacts with people and faces, objects, over distance, and with hands. Finally, two themes reflect a child’s overall use of vision in daily activities: frequency of use, and efficiency of use.
This study demonstrates an approach to exploring and explaining a complex topic utilising World Health Organization language and building on existing research. Despite the complexity of vision, the concept of ‘how vision is used’ can be clearly defined as a measurable construct at the Activity level of the ICF-CY. This study has identified observable visual behaviours that may be developed into items assessing how vision is used in daily activities.
Vision is an important construct to measure in children with cerebral palsy for both health care research and clinical practice. The primary motor disorder of cerebral palsy may be accompanied by additional impairments including vision , and there is growing evidence of the relationship between vision and various aspects of functioning [2–6]. This is not surprising as visual skills play an important role in development for all children, and the absence of, or limitations in, vision are known to impact development and functioning . Children with cerebral palsy may be diagnosed with visual impairment at the ocular (eye) or cerebral/cortical (brain) level. One recent publication reported a prevalence of ‘some visual impairment’ in 36% of the population, and ‘functional blindness’ in 6% . Information on the rates of visual impairments (ocular or cerebral) vary greatly in the literature ; however, it is likely that vision impacts outcomes for at least some children with cerebral palsy and their families.
Research in this area is expanding, but there are knowledge gaps and complexities to the assessment and management of vision for children with cerebral palsy [9–11]. Although valid and reliable assessment practices are required to evaluate and establish the effectiveness of interventions, there is currently limited clarity on what to measure, how to measure, when to measure and who should be measuring vision-related constructs for children with cerebral palsy. In the absence of clarity about the construct to be measured (i.e., the ‘what’), it is challenging to answer the question of whether a measure exists to answer clinical and research questions; this in turn can impact clinical and research outcomes . A prerequisite to instrumentation and measurement is to determine what concept(s) is (are) to be measured, and how to translate the concept into measureable phenomena . In this paper the phase of defining and understanding the construct to be measured is referred to as conceptualisation.
Vision is a complex construct, and its influence can be considered from multiple perspectives. These include how effectively a child’s eyes work, how well the child understands and interprets what they see, and how well vision is used in daily activities. The World Health Organization’s (WHO) International Classification of Functioning, Disability and Health (ICF) (2001) and the Child and Youth version (ICF-CY) (2007) provide a framework that can be used to consider functioning and disability, including vision, from a dynamic bio-psychosocial perspective [14, 15]. This framework (Fig. 1) includes four domains: (1) Body Functions and Structures; (2) Activities and Participation; (3) Personal Factors; and (4) Environmental Factors. The ability of a child to function is the outcome of a dynamic interaction among elements of these domains and contexts . Within the ICF-CY, the concept of vision is represented at the Body Function level (Seeing functions and Perceptual functions) and the Activity level (‘purposeful use of vision’). These vision-related concepts interact in a process that is influenced by other factors including cognitive skills, motor abilities and aspects of the environment, and together they contribute to an individual’s overall level or functioning or disability.
Our recent systematic review on the measurement of visual ability in children with cerebral palsy focused on identifying tools assessing “vision that describes a child’s functioning at the Activity and Participation domain of the ICF-CY” p. 1018 . This focus was driven by the need for clinicians to provide interventions at the Activity level, and the need for clinicians and researchers to have psychometrically robust methods to measure the effects of interventions. Measurement at the Activity level – that is, of ‘visual ability’ – is required to eliminate the need to make inferences or assumptions about levels of functioning in daily activities from an assessment limited to a Body Function (impairment) level e.g., visual acuity. Inclusion criteria for the systematic review were measures “addressing visual ability when the focus of the vision measurement was at the Activities and Participation domain of the ICF” p. 1019 , and the review included any tool designed or described as measuring “functional vision”. The systematic review did not identify an existing psychometrically valid and reliable tool that could be used. Findings also suggested that attributes included in existing assessment tools were conceptually varied and may not be limited to the assessment of how vision is used. From the review it was not possible to make a decision as to whether an existing tool could be modified by researchers , or whether a new assessment specific to how a child uses their vision in daily activities was required . Thus, the need for an additional conceptual study was identified. The current study expands on the systematic review by analysing the content of identified tools at an item level. Content analysis was beyond the scope and inclusion criteria of the previous systematic review; however, it is critical that a measurement concept be clearly defined and understood before determining what, when and how to measure a phenomenon. The detailed content analysis in this study enables the important step whereby attributes can be identified and established as indicators of how visual ability can be measured . This process supports the overall goal of this research program, namely to identify an approach to the assessment of visual ability or to generate items for the development of a new measure.
The systematic review defined visual ability as “how someone performs in vision-related activities” (p. 1019) ; the aim of the current study was to explore the ways that existing assessment tools conceptualised this as a construct at the Activity level of the ICF-CY. The specific research questions addressed were: (1) What ICF-CY constructs do items in identified assessment tools measure? (2) How can items that specifically assess vision at the Activity level of the ICF-CY be described in terms of what they measure? (3) What observable behaviours indicate levels of visual ability in assessment tools for children with cerebral palsy?
The study was conducted in two parts. Part I identified the content of measures in previously identified tools that assess vision at the Activity level of the ICF-CY. Part II identified and analysed the visual ability themes in that content. The goal was to identify assessments, or assessment items, to inform the future development of a valid visual ability assessment. This paper reports on the conceptualisation process used in this instrumentation research.
This two-part qualitative study used both descriptive content and thematic content analysis, and the sequential process is illustrated in Fig. 2. Our earlier systematic review  utilised a rigorous process to identify 19 assessment tools containing 266 items that formed the units for analysis in this study. Details of the assessments tools, including purpose, format, psychometric properties and limitations, are described in detail in the systematic review . The 19 assessments are variable in their purpose, including screening for CVI (e.g., ), developmental assessment (e.g., ), and assessment of daily visual performance (e.g., ). All assessments have been developed for, or used with children (0–18 years) with cerebral palsy or a diagnosis suggestive of cerebral palsy. All 19 assessments are included in this study as the focus was to capture the constructs measured by assessment tools, rather than how well visual ability was measured. The type of content and number of items, scales or questions are provided for all assessments in Table 1.
Part I: process of linking visual ability assessments to the ICF-CY
Part I provided a descriptive content analysis of previously identified visual ability assessment items utilising established methodology for the linking of measurement tools to the ICF-CY. The ICF-CY classification contains categories and codes in two sections. The first part refers to functioning and disability and includes Body Functions (b) and Body Structures (s), and Activities and Participation (d). The second part refers to Contextual Factors and includes Environmental Factors (e) and Personal Factors . The classification is an alphanumeric system. The letters b, s, d, and e refer to the category or domain of the classification and are followed by a numeric code that starts with the chapter number (a single digit), followed by the second level (two digits), and the third and fourth levels (one digit each) . An example from the Activities and Participation domain is as follows:
d1 Learning and applying knowledge (first or chapter level)
d160 Focusing attention (second level)
d1600 Focusing attention on the human touch, face and voice (third level)
Published ICF Linking Rules detail the steps for the process of linking measurement tools to the classification system. These rules include two key stages: 1) identification of ‘linking units’, and 2) linking the units to ICF-CY codes [19–21]. Table 2 summarises published rules, together with examples specific to this study, and was used by the authors to undertake the process. Linking methodology has previously been used to compare and contrast information from outcome measures for the purpose of clarity about constructs (e.g., upper limb measures for children with cerebral palsy ).
The deductive linking process was completed by researchers with good knowledge of the concepts, definitions and structure of the ICF-CY. The first author (BD) is an occupational therapist with experience working with children with cerebral palsy and vision impairment, and had acquired relevant knowledge using the eLearning tool developed by the World Health Organization . The second and last authors (MA and CI) are both knowledgeable in the ICF-CY and linking methodology, and all authors have clinical experience with the cerebral palsy population.
The first author initially prepared the data for linking by entering all 266 items from the 19 measures into a linking extraction table. Next, items were analysed independently by two authors (BD and either MA or CI) to identify linking units (‘what the item is about’). Items were analysed for both main and additional concepts; this was done at an item and response level for patient-oriented measures, and by considering the aim in clinical assessments. This process was complex, with most measures containing some items whose meaning was unclear, making it difficult to know what the item was about, and as a result, the identification of linking units and ICF-CY codes was inconsistent between linkers. For example, Item 3 from the Preverbal Visual Assessment (PreViAs) asks “Is he/she able to look towards a sound source?” . Different authors (linkers) considered that this item may be about ‘looking’, ‘turning to look’, ‘hearing a sound’ or ‘sound localisation’. Five iterative rounds of independent linking were subsequently undertaken using a process of constant review, comparison and discussion until consensus was reached.
Consistent consensus-based decisions were made possible when a set of study-specific guidelines was developed from notes on discussions and refined continuously as suggested by other authors [25–28]. The guidelines are a summary of ICF Linking Rules [19, 20, 23] annotated with study-specific examples, in addition to a summary of solutions to commonly occurring challenges specific to this study (available in Additional file 1). Throughout the linking process, the guidelines were used to improve the consistency of the approach. Once consensus-based decisions could be reached by the first and second author using the guidelines, the first author completed the linking for all assessments. Units were linked to the most precise code in the ICF-CY, however most results are reported and discussed at the second level.
To present the results a tabulated descriptive summary is provided for assessment tools including details of the assessment tool and type of information to be linked, number of items and linking units, and the number of linking units for each of the ICF-CY domains. The number of linking units determined to be measuring ‘visual ability’ is presented for each assessment tool, and details of all Activities- and Participation-level codes at a two-level classification are presented to illustrate what constructs are measured by existing assessment tools. Details of the Body Function and Environmental factor codes are available in Additional file 2.
Part II: process of establishing ‘visual ability’ themes
Part II included thematic content analysis undertaken in two steps  to examine the 128 items that linked to specific codes identified in Part I as vision in the Activities and Participation domain. In addition to the ICF-CY code of d110 Watching, two additional second-level codes were commonly considered to be about the use of vision: d160 Focusing attention, and d161 Directing attention; however, care was taken in the analysis of items linked to these codes as they might not be exclusive to vision. The analysis involved (a) constructing ‘descriptive’ themes (e.g., ‘tracking’), followed by (b) the development of ‘analytical’ themes (e.g., ‘follows’). The results of this process were recorded in the same data management and extraction table used in Part I.
To construct descriptive themes, the first author (BD) immersed herself in the data and sought evidence for (1) verbs describing visual abilities, and (2) indicators, characteristics or specifications of different levels of visual ability. This decision was guided by the overarching aim of the study, namely that the results should inform the development of a new visual ability assessment. It was determined that words describing how vision is used (e.g., verbs) would be essential to the development of an ability measure. Table 3 provides four examples of the inductive process of constructing descriptive themes.
Analytical themes were developed by the first author (BD) from the descriptive themes by grouping similar verbs and indicators into clusters that could be identified using an over-arching label that reflected the ‘observable visual behaviour/s’. This stage was influenced by knowledge of the literature, research, and clinical practice in the area. The results were confirmed by the co-authors (EF and CI) independently analysing 15% of the items and discussing themes until consensus was reached. Short descriptions of theme clusters were written and validated by referring back to the items. A final step involved the grouping of similar themes into overarching categories that reflected all themes within the group. The process of developing analytical themes and combining these into categories is also illustrated in Table 3.
The results of Part II are reported using a narrative description of the analytical themes as visual behaviours observable in daily activity performance of children with cerebral palsy. The themes are presented under their categorical headings, along with examples or extracts from items, responses or instructions from visual ability assessment tools that contributed to their development. Examples from a range of assessment tools are utilised to assist with the transparency and trustworthiness of the findings and interpretations. In line with the overarching goal of establishing a method for assessing the visual ability of children with cerebral palsy, examples that represented the themes were selected from included tools to describe ability, rather than what a child cannot do (e.g., “…keep looking” rather than “cannot keep looking” CVI Q) .
Decision points throughout both phases of this research were regularly discussed among the authors, ensuring a peer review process aiming to increase the confirmability of the results.
Part I: constructs measured by vision assessments
In total, 266 assessment items, scales or tests were included in the analysis of constructs measured by existing assessment tools, and 370 units were linked to the ICF-CY. Items were linked to constructs across the ICF-CY domains including Body Functions, Activities and Participation, Environmental factors and Personal factors (see Table 1). This study found that all 19 previously-identified assessments contained items and linking units that were linked to one of the specific codes identified as ‘visual ability’ codes (d110 Watching, d160 Focusing attention, and d161 Directing attention) (see Table 4), but in addition to measuring vision, an additional 16 second-level codes from the Activity and Participation domain were also identified as constructs within the assessment tools (e.g., d445 Hand and arm use, for items about reaching). These findings support the previous decision for inclusion of all 19 assessments in the systematic review, and also confirm that these tools include measurement of a variety of constructs. Whilst vision measurement is varied, occurring across the ICF-CY domains, the results suggest that vision measured using specific ‘visual ability’ items could result in measurement of a single construct, and further analysis was indicated.
Part II: analysis of ‘visual ability’ items
Thirteen analytical themes emerged from the data to describe items that specifically assess vision at the Activity level of the ICF-CY. These 13 themes are clustered into three categories that reflect a child’s observable visual behaviours (Table 5). The category Abilities includes seven themes reflecting how a child uses vision; Interactions includes four themes reflecting the contexts in which the child uses their vision to interact purposefully; and Use of vision includes two themes reflecting a child’s overall use of vision in daily activities. These results provide the conceptualisation of the construct ‘visual ability’.
Category I: abilities
The first theme incorporates the basic visual ability of responding or reacting to visual stimuli, and utilises observations of behaviours that suggest a child is responding, at some level, to visual information. The theme is derived from items describing a wide range of responses or reactions and includes both purposeful and non-purposeful use of vision, and both passive and active responses.
…the light perception test is deemed positive if the patient shows some reaction to light, even high-intensity light…by moving his or her head, winking, or making a defensive or stopping movement (extract from LVC, Test 1 guidelines) .
Items that contributed to the development of this theme often appeared first in a measurement tool, and it is proposed that responding or reacting is a pre-requisite for other visual abilities i.e., if a child does not respond they will not be able to demonstrate other visual behaviours such as watching, finding, or following. Some items themed to ‘responds or reacts’ were additionally linked to b210 Seeing functions in Part I.
This theme is about how quickly vision is used; the observable behaviour is time to respond to visual information in a purposeful way. Items contributing to this theme include descriptions of prompt or delayed responses.
Exhibits a delayed response to visual stimuli (FVQ, Question 6) .
This theme is about how much or for how long a child keeps looking. The observable behaviour is the purposeful use of vision for a length of time appropriate to the activity.
…keep looking at objects or persons (extract from CVI Q, Item 9) .
Contextual information about type of visual stimuli or the environment where the visual behaviours occur reflects some of the variability in items about a child’s ability to maintain/sustain looking, and these facilitators or barriers also apply to the previous theme of ‘initiates’.
… brief fixations on movement and reflective materials; Movement continues to be an important factor to initiate visual attention; Movement not required for attention at near…(extract from CVI Characteristic - Need for movement, CVI R) .
This theme addresses whether the child can initiate a purposeful change or shift in looking between objects, people and/or the surrounding environment. The observable behaviour is the child easily disengaging attention from one stimulus to look at another.
Items contributing to the theme suggest variations in the ability to shift gaze, and may include use of internal strategies (e.g., blinking to facilitate visual release) and/or the need for physical support to prompt or redirect looking behaviours.
This theme considers whether the child uses a process of visually searching, scanning and exploring in a purposeful way. Searching may or may not result in ‘finding’ the desired target – that is themed separately. The observable behaviour is the self-initiated ability of the child to explore visually by moving their visual attention around the information in the visual environment for a goal-directed purpose.
By definition, this theme is suggestive of prerequisite skills including initiation, the ability to interact with different stimuli including over distances, sustained looking or attention, and shifting between stimuli.
The theme ‘locates/finds’ is about whether and how easily a child uses their vision to locate or find specific information. The observable behaviour is successfully locating the specified or required visual information.
Looks in correct place for fallen toy (Item 78, SoGS) .
Items that contribute to the development of this theme suggest that the ease with which a child locates or finds specific visual information may be impacted by the environmental context in which the behaviour occurs, including distance, background clutter, colour, low contrast/similar background, in addition to the prerequisite skills described under the ‘searches’ theme. Success in locating or finding a target are more likely to be observed if a child has good searching abilities.
This theme was predominantly derived from assessment items designed to diagnose or screen for cerebral or cortical visual impairment (CVI), suggesting that locates/finds may contain significantly more cognitive requirements than some other abilities. In addition to items about locating or finding a person or object, this theme also included items about navigation.
…find his/her way to the classroom, in his house [familiar environments] (extract from Item 26, CVI Q) .
This theme, and the observable behaviour, concerns whether and how effectively the child follows or tracks moving targets. It was derived from items also contributing to other themes, including the types of stimuli that are followed, the distances at which following occurs, and how often a child demonstrates following behaviours. The abilities that are unique to this theme are the direction and extent (e.g., how far) of following behaviours, and the quality of the following with eyes and/or head.
…Either saccadic (jerky) tracking or smooth pursuit can be accepted but it should be noted which type of eye movement the child makes … For infants over 3 months, tracking should be easily elicited on the first trial in either direction, provided the child is reasonably attentive at the start of each trial (extract from procedure, Item 3, ABCDEFV) .
The content of items contributing to this theme, and the relationship between items in different themes, suggests that following has a number of prerequisite abilities including ‘sustains looking’. There is also a suggestion that ‘shifts looking’, ‘searches’ and ‘finds’ may result in successful performance (‘use of vision’) in the absence of the ability to follow.
Category II: interactions
Watches and interacts visually with people & faces
The first ‘interaction’ theme describes whether the child watches or looks at people and faces; the observable behaviour is purposeful looking at people and faces within everyday social interactions.
…Generally no regard of the human face…Regards familiar faces when voice does not compete… Smiles at/regards familiar and new faces… Typical visual/social responses (extract from CVI Characteristic – Visual Complexity, CVI R) .
Focuses on a face when seated opposite him/her (Question 13, FVQ) .
The importance and relationship of this theme to a child’s overall functioning is evident when revisiting the items and codes analysed in Part I of this study where additional related concepts included the variables such as responding to facial expressions and recognising faces.
Watches and interacts visually with objects
This theme explores whether the child looks at objects (e.g., inanimate stimuli such as toys and books) and includes the range of objects with which the child watches or visually interacts. The observable behaviour is the child’s purposeful response to the visual properties of objects, in a manner which is appropriate to the child’s motor capacity and developmental level.
Limitations in the range of stimuli with which a child interacts visually are suggested by items describing the need for specific characteristics to facilitate looking e.g., sound, light, colour.
Watches and interacts visually over distances
This theme is about whether the child watches/looks at visual information over a range of distances. The observable behaviours are responses indicating that visual information has been experienced. It is about seeing/using vision to experience information beyond the child’s immediate space, and the distance is considered in relation to the child’s age.
Watches and visually interacts – with hands
The next theme is about whether there is an interaction between the child and the manual actions of his/her hands, or the manual actions done by the hands of another person. The observable behaviour is whether there is purposeful and effective use of this interaction in everyday activities. Whilst it is acknowledged that children with cerebral palsy have varying manual abilities, the interaction between vision and manual actions is a strong theme.
…observe his/her own hands (extract from Question 6, PreViAs) .
Visually explores the toy whilst you turn it over: The child looks interested in the toy but either because of physical disability or tactile defensiveness can’t or won’t take the toy, but visually examines the toy as the adult turns it over (extract from response option, Item 5, Low Vision Assessment, VAP-CAP) .
Looks at a toy or object while reaching/moving hand towards it (Item 21, FVQ) .
The identification of relationships between linking units, as recommended in the ICF eLearning Tool , contributed significantly to this theme with many of the items contributing to this theme also being linked to another ICF-CY code (e.g., d1201 Touching or d440 Fine hand use).
Category III: use of vision
Uses vision in activities – Frequency of use
This theme is about observations of the overall frequency or ‘how often’ the child uses their visual abilities. This theme is derived from items describing the consistency and reliability with which visual abilities are used in daily activities.
This theme was also developed from items suggesting a low frequency of use of vision by referring to the use of senses other than vision (e.g., listening, mouthing, touching, smelling, or tasting) when vision could be used.
Manipulates an object rather than look at it (Item 40, CVI Q) .
Uses vision in activities – Efficiency of use
The final theme is about the efficiency with which vision is used in daily functioning. The observable behaviours are how independently and easily a child has success when performing in vision-related activities. Items contributing to this theme describe how performance in vision-related activities is affected by limited visual functions, and describe limitations in performance related to the need for assistance, guidance, time or prompting, a reduced level of independence, or difficulty in performance. As such, items contributing to this theme were commonly linked to codes in addition to the visual ability code in Part I, such as b1561 Visual perception, b210 Seeing functions, and e1251 Assistive products and technology for communication.
…able to see well enough to recognise small objects and familiar people at a distance…Sees objects close to oneself - e.g. at arm’s length, but has visual limitations at distance, even with glasses (extract from Vision (ability to see) subscale, HSCS-PS) .
This paper presents a methodological approach applicable to research conundrums where definition and understanding of a complex issue are required. Our example involves the initial stages in instrumentation research to establish ‘vision use’ as a construct that is measurable in children with motor impairments. By utilising a two-part process this study demonstrates an approach to conceptualise complex constructs and operationalise how a concept will be measured. In this study the WHO’s ICF-CY provided a framework for conceptualising a complex construct utilising terminology that has been endorsed world-wide , increasing the transferability of both the methods and findings. The outcome from this work is a conceptualisation of visual ability that is grounded in a common language and builds on, and takes advantage of, the work of previous researchers. It is an approach that other healthcare researchers, clinicians and policy makers are encouraged to consider when clarity is sought regarding complex or unclear constructs.
In the first phase of this study a deductive and explanatory method established ‘visual ability’ within the conceptual framework of the ICF-CY. The process built upon the focus of vision measured at the Activities and Participation level of the ICF-CY previously presented in a systematic review , and developed a refined definition of ‘visual ability’ as a construct measureable within the Activity level of the ICF-CY as ‘how vision is used’. This finding arose from linking procedures that identified that existing assessment tools measuring visual ability in fact measure a wide range of constructs. This demonstrates the complexity and multidimensionality of ‘vision’, and provides valuable information about the need to define clearly which component(s) of functioning is (are) being measured at any given time. At an item level, existing visual ability assessment tools are measuring constructs across the ICF-CY framework, and these findings support the need for the development of a discrete assessment tool that measures ‘visual ability’.
Whilst the ICF-CY provides a strong framework from which to develop the conceptualisation of visual ability, the process of linking items to the classification in this study was not straightforward. It is proposed that issues identified during linking in this study regarding ‘what an item is about’ likely reflect problems utilising the existing measurement tools in clinical practice and research. If the authors of this paper could not reliably link items, it is reasonable to assume that parents and clinicians may also be unlikely to respond consistently to items, thus potentially impacting both the reliability and validity of measurement. The development of study-specific guidelines was an important step in this study to establish trustworthiness in the findings, and a summary of key challenges encountered during the linking process is provided in Additional file 1. This information will be useful to researchers wishing to apply these methods in the future.
It must be recognised that the study results may not reflect the original intent of the authors of included measures. Linking the content of existing tools to the ICF-CY was completed in this study as one step in the methodological process of defining the concept of ‘visual ability’ and its place within the larger conceptual framework. The process of making conceptual distinctions within measurement tools and how this is important for content validity has previously been reported in quality of life research .
In the second phase, the application of an inductive and exploratory method resulted in a description of visual ability using 13 behaviours observable during typical daily activities. These behaviours are not new, but it is proposed that the act of identifying and describing these themes forms the step of item generation for a new assessment tool as this research moves from conceptualisation of visual ability to a measurement development phase. The analytical process and interpretation in this study also suggest the possibility of a hierarchy of visual abilities within the identified behaviours, that is, that careful ordering of the behaviours may reveal how a child functions in vision-related activities. This is a finding which could be explored in future instrumentation work using Item Response Theory .
Whilst the results of this study provide key foundational information for the development of an assessment of visual abilities in children with cerebral palsy, they are not yet operationalised in a measure. The observable behaviours are expected to be of interest to a wide range of researchers and clinicians, however they require further revision, development and validation before they can be considered an ‘assessment’. In their current format the results of this study may only provide guidance to practitioners in relation to their informal observations of visual abilities in children, and will likely inform discussion and future research. The previously published systematic review provides a summary of currently available assessment options and recommendations for assessing children with cerebral palsy. However, it is important to note that the assessment tools reviewed in the systematic review do not measure the construct of visual ability as conceptualised in this methods paper.
Because this study used existing measures as the unit of analyses, whether all themes identified within this study are relevant, and whether they represent a comprehensive set of items about vision use, is an empirical question that requires further research. It is imperative that individuals with cerebral palsy, parents and carers, and the professionals who work clinically with the population contribute to future development of the visual ability construct, and the way it is measured . It will be important to confirm the relevance of the observable behaviours across the diverse cerebral palsy population including people of different age groups, gross motor, manual and cognitive abilities. It is also likely that the definition of visual ability established in this study could be applicable to a range of health conditions other than cerebral palsy, however further investigation of the validity of this premise would be required.
Despite the complexity of vision, the concept of ‘how vision is used’ can be clearly defined as a measurable construct within the Activity level of the ICF-CY, so discrete measurement of this construct appears feasible. This construct is labelled ‘visual ability’, and this study has identified observable visual behaviours that may be developed into items assessing how vision is used in daily activities. The approach used in this study to explain and explore a complex construct may be useful in other health care research. Future research is required to confirm the results of this study and expand the findings through further instrumentation research. It is now planned that a tool be developed and validated to assess the construct of visual ability in children with cerebral palsy, and then used to establish effective interventions to optimise how vision is used.
Rosenbaum P, Paneth N, Leviton A, Goldstein M, Bax M, Damiano D, Dan B, Jacobsson B. A report: the definition and classification of cerebral palsy April 2006. Dev Med Child Neurol Suppl. 2007;109:8–14.
Coleman A, Weir K, Ware RS, Boyd R. Predicting functional communication ability in children with cerebral palsy at school entry. Dev Med Child Neurol. 2015;57:279–85.
James S, Ziviani J, Ware RS, Boyd RN. Relationships between activities of daily living, upper limb function, and visual perception in children and adolescents with unilateral cerebral palsy. Dev Med Child Neurol. 2015;57:852–7.
Salavati M, Rameckers EA, Steenbergen B, van der Schans C. Gross motor function, functional skills and caregiver assistance in children with spastic cerebral palsy (CP) with and without cerebral visual impairment (CVI). Eur J Physiother. 2014;16:159–67.
Yin Foo R, Guppy M, Johnston LM. Intelligence assessments for children with cerebral palsy: a systematic review. Dev Med Child Neurol. 2013;55:911–8.
Delacy MJ, Reid SM, Australian Cerebral Palsy Register G. Profile of associated impairments at age 5 years in Australia by cerebral palsy subtype and Gross Motor Function Classification System level for birth years 1996 to 2005. Dev Med Child Neurol. 2016;58 Suppl 2:50–6.
Cass HD, Sonksen PM, McConachie HR. Developmental setback in severe visual impairment. Arch Dis Child. 1994;70:192–6.
Novak I, Hines M, Goldsmith S, Barclay R. Clinical prognostic messages from a systematic review on cerebral palsy. Pediatrics. 2012;130:e1–28.
Williams C, Northstone K, Borwick C, Gainsborough M, Roe J, Howard S, Rogers S, Amos J, Woodhouse JM. How to help children with neurodevelopmental and visual problems: a scoping review. Br J Ophthalmol. 2014;98(1):6–12. doi:10.1136/bjophthalmol-2013-304225.
Deramore Denver B, Froude E, Rosenbaum P, Wilkes-Gillan S, Imms C. Measurement of visual ability in children with cerebral palsy: a systematic review. Dev Med Child Neurol. 2016;58:1016–29.
Dutton GN, Bax M. Visual impairment in children due to damage to the brain: Clinics in Developmental Medicine. London: Mac Keith Press; 2010.
Streiner DL, Norman GR, Cairney J. Health measurement scales: a practical guide to their development and use. 5th ed. Oxford: Oxford University Press; 2015.
Waltz CF, Strickland OL, Lenz ER (Eds.). Measurement in nursing and health research, Fourth edition. New York: Springer Publishing Company; 2010.
World Health Organization. International classification of functioning, disability and health: ICF. Geneva: World Health Organization; 2001.
World Health Organization. International Classification of Functioning, Disability, and Health: Children & Youth Version: ICF-CY. Geneva: World Health Organization; 2007.
Ortibus E, Laenen A, Verhoeven J, De Cock P, Casteels I, Schoolmeesters B, Buyck A, Lagae L. Screening for cerebral visual impairment: value of a CVI questionnaire. Neuropediatrics. 2011;42:138–47.
Bellman M, Cash J. The schedule of growing skills in practice. Windsor: NFER-Nelson Windsor; 1987.
Ferziger NB, Nemet P, Brezner A, Feldman R, Galili G, Zivotofsky AZ. Visual assessment in children with cerebral palsy: implementation of a functional questionnaire. Dev Med Child Neurol. 2011;53:422–8.
Cieza A, Geyh S, Chatterji S, Kostanjsek N, Ustun B, Stucki G. ICF linking rules: an update based on lessons learned. J Rehabil Med. 2005;37:212–8.
Cieza A, Fayed N, Bickenbach J, Prodinger B. Refinements of the ICF Linking Rules to strengthen their potential for establishing comparability of health information. Disabil Rehabil. 2016:1–10. doi:10.3109/09638288.2016.1145258.
Cieza A, Brockow T, Ewert T, Amman E, Kollerits B, Chatterji S, Ustun TB, Stucki G. Linking health-status measurements to the international classification of functioning, disability and health. J Rehabil Med. 2002;34:205–10.
Hoare B, Imms C, Randall M, Carey L. Linking cerebral palsy upper limb measures to the International Classification of Functioning, Disability and Health. J Rehabil Med. 2011;43:987–96.
World Health Organization ICF Research Branch. ICF eLearning Tool. 2015.
Pueyo V, García-Ormaechea I, González I, Ferrer C, de la Mata G, Duplá M, Orós P, Andres E. Development of the Preverbal Visual Assessment (PreViAs) questionnaire. Early Hum Dev. 2014;90:165–8.
Klang Ibragimova N, Pless M, Adolfsson M, Granlund M, Bjorck-Akesson E. Using content analysis to link texts on assessment and intervention to the International Classification of Functioning, Disability and Health - version for Children and Youth (ICF-CY). J Rehabil Med. 2011;43:728–33.
van de Ven-Stevens LA, Kus S, Graff M, Geurts AC. Which assessment tools address the categories of the Brief ICF Core Set for Hand Conditions? Hand Ther. 2015;20:75–87.
Granberg S, Moller K, Skagerstrand A, Moller C, Danermark B. The ICF Core Sets for hearing loss: researcher perspective, Part II: Linking outcome measures to the International Classification of Functioning, Disability and Health (ICF). Int J Audiol. 2014;53:77–87.
Fayed N, Cieza A, Bickenbach J. Illustrating child-specific linking issues using the Child Health Questionnaire. Am J Phys Med Rehabil. 2012;91:S189–98.
Thomas J, Harden A. Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Med Res Methodol. 2008;8:45.
Salati R, Schiavulli O, Giammari G, Borgatti R. Checklist for the evaluation of low vision in uncooperative patients. J Pediatr Ophthalmol Strabismus. 2001;38:90–4.
Roman-Lantzy C. Cortical visual impairment: An approach to assessment and intervention. New York: American Foundation for the Blind; 2007.
Erhardt RP. Developmental visual dysfunction: Models for assessment and management. Tucson: Therapy Skill Builders; 1990.
Stillman RD. The Callier-Azusa Scale. Dallas: Callier Center for Communication Disorders; 1974.
van Genderen M, Dekker M, Pilon F, Bals I. Diagnosing cerebral visual impairment in children with good visual acuity. Strabismus. 2012;20:78–83.
Atkinson J, Anker S, Rae S, Hughes C, Braddick O. A test battery of child development for examining functional vision (ABCDEFV). Strabismus. 2002;10:245–69.
McCulloch DL, Mackie RT, Dutton GN, Bradnam MS, Day RE, McDaid GJ, Phillips S, Napier A, Herbert AM, Saunders KJ, Shepherd AJ. A visual skills inventory for children with neurological impairments. Dev Med Child Neurol. 2007;49:757–63.
Blanksby DC. Visual assessment and programming: The VAP-CAP handbook. Victoria: Royal Victorian Institute for the Blind; 1998.
Saigal S, Rosenbaum P, Stoskopf B, Hoult L, Furlong W, Feeny D, Hagan R. Development, reliability and validity of a new measure of overall health for pre-school children. Qual Life Res. 2005;14:243–52.
Fayed N, De Camargo OK, Kerr E, Rosenbaum P, Dubey A, Bostan C, Faulhaber M, Raina P, Cieza A. Generic patient‐reported outcomes in child health research: a review of conceptual content using World Health Organization definitions. Dev Med Child Neurol. 2012;54:1085–95.
Bond T, Fox CM. Applying the Rasch model: Fundamental measurement in the human sciences. 3rd ed. New York: Routledge; 2015.
Terwee CB, Mokkink LB, Knol DL, Ostelo RW, Bouter LM, de Vet HC. Rating the methodological quality in systematic reviews of studies on measurement properties: a scoring system for the COSMIN checklist. Qual Life Res. 2012;21:651–7.
Alimovic S, Mejaski-Bosnjak V. Stimulation of functional vision in children with perinatal brain damage. Coll Antropol. 2011;35 Suppl 1:3–9.
Hoyt CS. Visual function in the brain-damaged child. Eye. 2003;17:369–84.
Feeny D, Torrance G. In: Spilker B, editor. Health utilities index. Quality of Life and Pharmacoeconomics in clinical trials. Philadelphia: Lippincott-Raven Publishers; 1996.
Malkowicz DE, Myers G, Leisman G. Rehabilitation of cortical visual impairment in children. Int J Neurosci. 2006;116:1015–33.
Wong VC, Sun JG, Yeung DW. Pilot study of efficacy of tongue and body acupuncture in children with visual impairment. J Child Neurol. 2006;21:463–73.
Sintonen H, Richardson J. The 15-D measure of health related quality of life: Reliability, validity and sensitivity of its health state descriptive system. Melbourne: National Centre for Health Program Evaluation; 1994.
We would like to acknowledge the authors of the nineteen assessment tools whose content enabled and contributed to the findings of this study.
The authors received no funding towards this research.
Availability of data and materials
The datasets that are used and analysed during this study are items from published assessment tools that are available from the primary sources referenced within this manuscript, or from the corresponding author on reasonable request.
BD conceived of the study and participated in all stages of study design, data collection, data analysis and writing the manuscript. MA participated in data analysis for Part I of the study. EF participated in data analysis for Part II of the study. CI participated in data analysis for Part I and Part II of the study. MA, EF, PR and CI contributed to the study concept and design, participated in the peer review process throughout data analysis and interpretation to establish trustworthiness in the findings, and actively contributed to the improvement and revision of the manuscript. All authors have read and approved of the final manuscript.
The authors declare that they have no competing interests.
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Not applicable. This manuscript does not report on or involve the use of human participants.
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Study-Specific Guidelines: ICF-CY Linking Rules and Challenges. This file contains a summary of the ICF Linking Rules annotated with study-specific examples and a summary of solutions to commonly occurring challenges from Part I – Linking visual ability assessments to the ICF-CY. (DOCX 20 kb)
Results table for Body Function and Environmental factor codes. This file contains the tabulated results for assessment items linked to Body Function and Environmental factor codes. These results are not pertinent to Phase II in this study. (DOCX 21 kb)
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Deramore Denver, B., Adolfsson, M., Froude, E. et al. Methods for conceptualising ‘visual ability’ as a measurable construct in children with cerebral palsy. BMC Med Res Methodol 17, 46 (2017). https://doi.org/10.1186/s12874-017-0316-6