Cross-validation of the reduced form of the Food Craving Questionnaire-Trait using confirmatory factor analysis

The assessment of spiritual well-being in cancer patients with advanced disease: which are its meaningful dimensions?

BACKGROUND

Spirituality is particularly important for patients suffering from life-threatening illness. Despite research showing the benefits of spiritual assessment and care for terminally ill patients, their spiritual needs are rarely addressed in clinical practice. This study examined the factor structure and reliability of the Functional Assessment of Chronic Illness Therapy-Spiritual (FACIT-Sp) in patients with advanced cancer. It also examined the clinical meaning and reference intervals of FACIT-Sp scores in cancer patients subgroups through a literature review.

METHODS

A forward-backward translation procedure was adopted to develop the Italian version of the FACIT-Sp, which was administered to 150 terminally ill cancer patients. Exploratory factor analysis was used for construct validity, while Cronbach's α was used to assess the reliability of the scale.

RESULTS

This study replicates previous findings indicating that the FACIT-Sp distinguish well between features of meaning, peace, and faith. In addition, the internal consistency of the FACIT-Sp was acceptable. The literature review also showed that terminal cancer patients have the lowest scores on the Faith and Meaning subscales, whereas cancer survivors have the highest scores on Faith.

CONCLUSIONS

The Italian version of the FACIT-Sp has good construct validity and acceptable reliability. Therefore, it can be used as a tool to assess spiritual well-being in Italian terminally ill cancer patients. This study provides reference intervals of FACIT-Sp scores in newly diagnosed cancer patients, cancer survivors, and terminally ill cancer patients and further highlights the clinical meaning of such detailed assessment.

Twenty Years of the Food Cravings Questionnaires: a Comprehensive Review

Purpose of Review

The Food Cravings Questionnaires (FCQs; Cepeda-Benito, Gleaves, Williams, & Erath, 2000) are among the most widely used instruments for measuring food cravings. In addition to the Food Cravings Questionnaire–Trait (FCQ–T) and the Food Cravings Questionnaire–State (FCQ–S), several modified versions have been developed as well. For their 20th anniversary, this article provides a comprehensive description of the FCQs and reviews studies on their psychometric properties and correlates.

Recent Findings

The FCQs and their modified versions have excellent internal reliability. Expectedly, the FCQ–T (and its derivatives) has higher retest-reliability than the FCQ–S as the FCQ–S is sensitive to situational changes such as food deprivation and food intake. However, while the FCQ–T is largely unaffected by such momentary states, it is also sensitive to change during weight-loss treatments and other interventions. Factor structure of the FCQ–T and FCQ–S has only partially been replicated. Construct validity of the FCQs is supported by experimental and longitudinal studies that measured food craving and food consumption in the laboratory and with ecological momentary assessment.

Summary

Numerous studies support reliability and validity of the FCQs and their modified versions, yet findings about their factor structures are inconsistent. Thus, using total scores or the short versions of the FCQs may be preferable.

A review of food craving measures

OBJECTIVE

Summarize and evaluate self-report measures of food craving, provide suggestions on future directions for the field of food craving measurement, and deliver guidance on how to select a food craving measure.

METHODS

Online bibliographical databases (PsycINFO and PubMed) were searched for peer-reviewed literature on self-report measures of food craving.

RESULTS

There is a wide selection of food craving measures that researchers and clinicians can use to assess state, past, and trait food cravings. Most questionnaires were tested on homogenous samples and their psychometric properties in older, male, and socioeconomically, racially, and ethnically diverse samples is largely unknown. Few questionnaires were tested in samples with overweight/obesity or eating disorders. Relatively few questionnaires adequately evaluate contextual factors that can trigger craving. There appears to be limited data on the predictive validity of food craving measures in regards to response to eating disorder treatment. A decision tree was provided to help researchers and clinicians select a food craving measure that is best suited to a particular clinical or research purpose.

CONCLUSIONS

It is recommended that researchers adequately assess the contextual factors that may trigger craving and the multi-sensory nature of craving for food. It would be beneficial for researchers to evaluate the psychometrics of food craving measures in more diverse samples (in terms of sex, race, ethnicity, socioeconomic status, weight status, and eating disorder psychopathology). More longitudinal studies should be conducted to provide information on the predictive validity of food craving measures regarding response to eating disorder treatment. Furthermore, it is suggested that researchers assess which tactics people use to reduce the frequency and strength of food cravings and restrain their consumption of craved foods.

Concept and evaluation of food craving: unidimensional scales based on the Trait and the State Food Craving Questionnaire

Abstract: “Craving” is a motivational state that promotes an intense desire related to consummatory behaviors. Despite growing interest in the concept of food craving, there is a lack of available instruments to assess it in Brazilian Portuguese. The objectives were to translate and adapt the Trait and the State Food Craving Questionnaire (FCQ-T and FCQ-S) to Brazilian Portuguese and to evaluate the psychometric properties of these versions.The FCQ-T and FCQ-S were translated and adapted to Brazilian Portuguese and administered to students at the Federal University of São Paulo. Both questionnaires in their original models were examined considering different estimators (frequentist and bayesian). The goodness of fit underlying the items from both scales was assessed through the following fit indices: χ2, WRMR residual, comparative fit index, Tucker-Lewis index and RMSEA. Data from 314 participants were included in the analyses. Poor fit indices were obtained for both of the original questionnaires regardless of the estimator used and original structural model. Thus, three eating disorder experts reviewed the content of the instruments and selected the items which were considered to assess the core aspects of the craving construct. The new and reduced models (questionnaires) generated good fit indices. Our abbreviated versions of FCQ-S and FCQ-T considerably diverge from the conceptual framework of the original questionnaires. Based on the results of this study, we propose a possible alternative, i.e., to assess craving for food as a unidimensional construct.

Food cravings in food addiction: exploring a potential cut-off value of the Food Cravings Questionnaire-Trait-reduced

PURPOSE

The Food Cravings Questionnaires are among the most often used measures for assessing the frequency and intensity of food craving experiences. However, there is a lack of studies that have examined specific cut-off scores that may indicate pathologically elevated levels of food cravings.

METHODS

Receiver-Operating-Characteristic analysis was used to determine sensitivity and specificity of scores on the Food Cravings Questionnaire-Trait-reduced (FCQ-T-r) for discriminating between individuals with (n = 43) and without (n = 389) "food addiction" as assessed with the Yale Food Addiction Scale 2.0.

RESULTS

A cut-off score of 50 on the FCQ-T-r discriminated between individuals with and without "food addiction" with high sensitivity (85%) and specificity (93%).

CONCLUSIONS

FCQ-T-r scores of 50 and higher may indicate clinically relevant levels of trait food craving.

LEVEL OF EVIDENCE

Level V, descriptive study.

Validation of an Italian version of the Food Craving Questionnaire-State: Factor structure and sensitivity to manipulation

OBJECTIVE

The present paper describes two studies designed to evaluate the construct and the predictive validity of an Italian version of the Food Craving Questionnaire-State (FCQ-S).

METHODS

In the first study 368 volunteers aged 18-65years completed the FCQ-S and the Disordered Eating Questionnaire (DEQ). In the second study 41 females with eating disorders symptoms (mean age: 24.4yrs., DEQ≥30; Body Mass Index (BMI) in the range 17 to 30.9kg/m(2), 87.5% in the normal range) and 43 female healthy controls (mean age: 25.6yrs., DEQ<30; BMI in the normal range) took part in an experiment aimed at assessing changes in FCQ-S after exposure to words or images of highly palatable foods.

RESULTS

The results of Study 1 showed that the five-factor model had acceptable fit indices. All subscales of the FCQ-S (but Desire) significantly correlated with the disordered eating measure. The strongest relationship was found between disordered eating and fear of losing control over food intake. The results of Study 2 revealed that four out of five FCQ-S subscales significantly increased after exposure to food stimuli. Participants with eating disorders symptoms, as compared to controls, also showed higher fear of losing control over food and higher negative reinforcement, although this difference was only marginally significant.

CONCLUSIONS

The Italian version of the FCQ-S has good construct and concurrent validity, and it seems sensitive in detecting changes induced by stimuli related to highly palatable foods.