5. Discussion
This study aimed to develop and validate two questionnaires, a canine HRQoL questionnaire and a human-canine bond questionnaire, to assess the overall health and well-being of dogs for use in veterinary clinics. The questionnaires aim to encourage discussions, alert the veterinarian and pet caretaker to potential health issues, and support decision-making on recommended actions, e.g., treatment, dietary changes, need for further testing, end of life decisions, and improve veterinary care. Development of two questionnaires, one focusing directly on health-related quality of life and a second focused on the bond between caretaker and dog, was undertaken based on existing literature that supports the hypothesis that, while the bond is a separate construct from HRQoL, the bond is related to and has an impact on the health-related quality of life of the canine.
By adopting established regulatory and industry guidelines to support development of clinical outcome assessment measures for human drug approval, two valid and reliable measures have been developed that can be used in a single veterinary clinic to improve health outcomes and monitor the health and well-being of its canine patients over time or across multiple veterinary clinics to compare canine health and well-being in a variety of settings or geographies. Data obtained from individual evaluations can be aggregated to establish normative population data to help veterinarians and caretakers to understand how a dog’s scores compare with others in the database and deficits in the dog’s HRQoL that should be investigated further.
Development of valid and reliable questionnaires began with understanding what to measure from the perspective of dog caretakers, veterinarians, and existing literature. Interviews with veterinarians and focus groups with dog caretakers combined with the use of multiple modes of qualitative data collection (e.g., photo-collages, ranking task) provided in-depth understanding of caretakers’ experiences with their dogs and helped identify concepts important to caretakers for assessing a dog’s HRQoL, as well as the bond between the caretaker and dog. Results were used to develop a preliminary domain structure and to generate items for the two initial draft questionnaires. Based on the content of the items and caretakers’ descriptions of their experiences with their dogs, a preliminary recall period, scale and response options were selected for the draft questionnaires.
Once draft questionnaires were developed, individual cognitive interviews with additional dog caretakers were conducted to assess the content validity and refine the questionnaires when issues were identified. Interviews proceeded until no additional revisions were indicated and content validity was established.
Based on cognitive interviews/input from dog caregivers, a few items in the draft questionnaires were moved from one domain to another, removed, or reworded. Two domains in the draft HCBQ (i.e., “Trust” and “Security/Comfort”) were combined into a single “Trust and Security” domain for reasons of efficiency and similarity of concepts perceived to be relevant to these domains.
Following demonstration of content validity, quantitative, psychometric testing of the performance of both the canine HRQoL-Q and the HCBQ was undertaken in a non-interventional prospective survey study with participants recruited using similar criteria used for the qualitative research phase. Performance testing of both questionnaires indicated the presence of ceiling effects, such that >20% of caregivers of dogs selected the best possible score. These findings are expected, given that the dogs on which the survey is based are predominantly healthy. Thus, a high percentage of respondents may have accurately reported that their dog did not experience any issues. The average scores for the canine HRQoL-Q and the HCBQ (8.00 and 8.73, respectively) were close to the maximum possible score of 10, suggesting that dogs in the study generally had a high quality of life and bonded well with their caretaker. The pre-specified factor structure of both the canine HRQoL-Q and the HCBQ was also confirmed using a factor analysis, although some items exhibited lower factor loadings. Such items were considered for removal in unison with findings from other psychometric analyses.
Upon additional testing, the canine HRQoL-Q demonstrated strong internal consistency on all but the social functioning domain. This could indicate that the social functioning items may not be contributing useful information to the canine HRQoL-Q; thus this domain was considered for removal from the measure. Further, the mobility and cognitive functioning domains had a Cronbach’s alpha value >0.90, indicating that some items within each of these domains may be redundant and can be eliminated from the measure. Item-total correlations were moderate-to-strong for all items in the canine HRQoL-Q. The HCBQ was also shown to be internally consistent. In unison, these findings showed that items within the measures generally reflect a single underlying construct and consistent item responses.
Reproducibility of the canine HRQoL-Q was strong, as evidenced by an ICC >0.79 and a minimal change in scores between visits 1 and 2. This is a strong result considering the relatively small subsample of dogs available for the analysis (n = 54) who did not exhibit change in their health per their owner’s report. However, the appetite and hydration and cognitive functioning domains demonstrated somewhat poor reproducibility, thus highlighting these domains as potential candidates for removal from the measure. Test-retest reliability for the HCBQ was moderate overall, with ICCs between 0.70–0.79 (and 95% confidence interval lower bounds <0.70) demonstrated for the total score and the communication and quality time domains. The HCBQ trust domain showed poor reproducibility; however, this domain was ultimately retained in the measure given that the remaining analyses indicated generally strong psychometric properties. Despite moderate support for test-retest reliability for both measures, the change in scores was overall low between the two time points, potentially supporting natural variations in canine health and the HCB over a 2-week period.
Strong support was also found for the known-groups validity of the canine HRQoL-Q and the HCBQ. The canine HRQoL-Q was able to differentiate between groups as defined by canine health/disease states, with higher scores observed among healthy dogs, as expected. However, no significant differences were observed for the appetite and hydration, social functioning and cognitive functioning domains, potentially suggesting that these domains may not be affected by the disease states included in our study. Nonetheless, significant differences were observed for all canine HRQoL-Q domains by groups defined by the OGIH and canine general HRQoL/health, providing support for known-groups validity overall.
Similarly, HCBQ scores were not significantly different by canine health/disease state, as the HCB may not be impacted by condition, and indeed may even be stronger among sick dogs. However, total/domain scores differed significantly by the OGIH and general bonding items, with higher scores observed among dogs whose owners reported that their dog was in “excellent” health and whose owners reported a higher degree of bonding with their dog as anticipated. These findings overall indicate that Canine HRQoL-Q scores have somewhat of a semi-predictable curve. However, HCBQ scores do not follow the same pattern, and will largely depend on conditions at home.
Convergent validity, a measure of the degree concepts are related, was supported by moderate-to-strong and significant correlations between concepts indicating that these concepts are measuring the same construct, health-related quality of life of the dog. In addition, the canine HRQoL-Q global score was found to be moderately, significantly, and positively correlated with the HCBQ total score (Pearson correlation coefficient = 0.44, p < 0.0001), demonstrating that there is convergent validity between the concepts of canine HRQoL and concepts in the HCBQ. This finding indicates that the concepts of HRQoL and HCB are related and a moderate correlation is to be expected if each measure also contributes uniquely to the concepts of interest. This relationship also suggests the two measures together may measure a broader concept, e.g., overall health and well-being of the dog. Further, this suggests that the availability of both measures in veterinary clinics can promote a broader, more comprehensive discussion about factors that influence a dog’s overall health, quality of life, and welfare than either measure alone.
Psychometric testing of the canine HRQoL-Q and HCBQ indicated that some items might not reflect concepts that are prevalent enough among healthy dogs to warrant inclusion in a measure aimed at assessing generic HRQoL or the HCB. These concepts may have been identified during concept elicitation because only certain dogs specifically experienced them or were present in the relationship among only select dogs and their caregivers. In unison, findings from psychometric analyses suggested that the deletion of some items/domains which are not adding informational content to the scales may improve the psychometric properties of each of the tools, leading to a final set of shorter questionnaires for ease of use in veterinarian clinics. As such, various items, as well as the underperforming appetite and hydration/social functioning domains were removed from the measures. The final instruments were retested and showed improved or similar psychometrics, providing support for the scoring algorithm.
There are several strengths in the creation of the HRQoL-Q and HCBQ. A major strength of this study was the rigorous development process, using the principles and good research practices for development of outcomes measures outlined in FDA guidances for the development of new drugs. Using this approach, the qualitative research conducted with dog caretakers provided in-depth understanding of dog-specific HRQoL concepts from caretakers who are best positioned to assess the HRQoL of their dogs and who will complete the questionnaires in the veterinary office. Combining this data from caretakers with a literature review and data from interviews with veterinarians provided a rich foundation for item generation and development of draft questionnaires. Piloting the draft questionnaires with caretakers to revise the questionnaire before quantitative testing was also a strength of the development process. Including the caretaker’s perspective and language early on in the development process helped to ensure the relevancy, comprehensiveness, and ease of use of these questionnaires in veterinary practice.
While there is bias inherent in qualitative research, the research team designed the interview and focus group discussion guides to contain open-ended and non-leading questions to minimize bias in the data collection process. To minimize bias associated with the order of completion of the questionnaires in the cognitive interviews, the order was counterbalanced (i.e., the participant completed the HRQoL-Q first, followed by the HCBQ, or vice versa). To ensure the accuracy of and minimize bias associated with the summary notes for each part of qualitative data collection, the study members debriefed after the focus group or interview, and shared notes amongst the team to align on findings. Additionally, ensuring that content experts (i.e., veterinarians) were involved in the development process ensured the concepts assessed in the measures were relevant to both caregivers and veterinarians. Furthermore, involving dog caregivers of various sociodemographic backgrounds and dog of varying sizes, breeds, ages, and health status strengthened the content validation process.
Strengths of the psychometric validation study include the relatively large sample size recruited which enabled the assessment of all planned psychometric properties robustly. The use of diversity quotas also ensured that the convenience sample is representative of the U.S. population and the measurement properties of both tools are expected to be generalizable. An additional strength of the study relates to the development of the HCBQ to help understand the HRQoL of dogs. The HCBQ provides unique and important insights on concepts that potentially impact a dog’s HRQoL and have not been measured in the past for this purpose. To our knowledge, the HCBQ is the first questionnaire shown to be valid and reliable for assessing the bond between caretakers and their dogs.
Some limitations to the study should also be acknowledged. Participants in the qualitative research to develop the draft questionnaires were a convenience sample recruited from a single, albeit large, clinical research company, which could potentially impact generalizability and replicability of the analysis and study findings. Although efforts were made to recruit caretakers with a diverse sample of dogs, the sample may not represent the entire population of dogs (in terms of breed, size, age, health status, etc.) or dog caregivers. Quantitative testing was based on a non-interventional survey study design; thus, tests of sensitivity to change over time and evaluation of clinically meaningful change thresholds were not possible.