- Research article
- Open Access
- Open Peer Review
Primary health care-level interventions targeting health literacy and their effect on weight loss: a systematic review
BMC Obesityvolume 2, Article number: 6 (2015)
Enhancing individual’s health literacy for weight loss is important in addressing the increasing burden of chronic disease due to overweight and obesity. We conducted a systematic review and narrative synthesis to determine the effectiveness of lifestyle interventions aimed at improving adults’ knowledge and skills for weight loss in primary health care.
The literature search included English-language papers published between 1990 and 30 June 2013 reporting research conducted within Organisation for Economic Cooperation and Development member countries. Twelve electronic databases and five journals were searched and this was supplemented by hand searching. The study population included adults (≥18 years old) with a body mass index (BMI) ≥25 kg/m2 and without chronic disease at baseline. We included intervention studies with a minimum 6 month follow-up. Three reviewers independently extracted data and two reviewers independently assessed study quality by using predefined criteria. The main outcome was a change in measured weight and/or BMI over 6 or 12 months.
Thirteen intervention studies, all targeting diet, physical activity and behaviour change to improve individuals’ knowledge and/or skills for weight loss, were included with 2,089 participants. Most (9/13) of these studies were of a ‘weak’ quality. Seven studies provided training to the intervention deliverers. The majority of the studies (11/13) showed significant reduction in weight and/or BMI in at least one follow-up visit. There were no consistent associations in outcomes related to the mode of intervention delivery, the number or type of providers involved or the intensity of the intervention.
There was evidence for the effectiveness of interventions that focussed on improving knowledge and skills (health literacy) for weight loss. However, there was insufficient evidence to determine relative effectiveness of individual interventions. The lack of studies measuring socio-economic status needs to be addressed in future research as the rates of obesity are high in disadvantaged population groups.
Globally, rates of overweight (defined as a body mass index [BMI] ≥ 25 kg/m2) and obesity (BMI ≥ 30 kg/m2) have been escalating in association with an increasingly sedentary lifestyle and especially with an increased energy intake [1,2]. Once considered a problem only in high-income countries, obesity is on the rise in low and middle income countries . The high rates have contributed to the increased prevalence of chronic diseases such as cardiovascular disease (CVD), diabetes and cancers .
Health literacy is the degree to which individuals have the capacity (knowledge and skills) to obtain, process and understand basic health information and services needed to make appropriate health decisions . Compared with people with adequate health literacy, those with inadequate health literacy have poorer understanding of their chronic diseases [5,6], physicians’ instructions  and health-related internet usage . Low health literacy has been associated with more hospitalisations, greater use of emergency care, poorer adherence to medications, and is also more common among elderly persons with poorer overall health status and higher mortality rates . Low health literacy has been associated with increased risk of CVD and diabetes in the Australian population . Our own primary research has demonstrated an association between low health literacy and obesity among adults  although this has also been previously described in children .
Weight management comprises the primary prevention of excess weight gain, regain or loss and optimising health and reducing risk of disease (whether or not weight loss is achieved) . People need strategies involving continuing lifestyle change, regular monitoring and support from primary health care (PHC) professionals who are considered to be the first line of intervention providers for weight management . Multicomponent interventions targeting the three key lifestyle areas related to obesity – nutrition, physical activity (PA) and psychological approaches to behavioural change – are more likely to be effective in addressing overweight and obesity than single component interventions . Patients need both knowledge and skills to engage in the lifestyle change involved in these complex interventions.
Von Wagner and colleagues’ review of health literacy  introduced a framework on the associations between health literacy and health outcomes. These are mediated by three principal domains of health actions (proposed by Paasche-Orlow and Wolf ), namely access and use of health care, patient-provider interactions, and self-care (management of health and illness). While acknowledging the importance of each of the three health action domains  in weight loss, our review focused on ‘management of health and illness’. Thus the main objective of this review was to evaluate the effectiveness of lifestyle interventions which aim to achieve weight loss by enhancing individual’s knowledge and/or skills for weight loss.
A systematic review with narrative synthesis.
Studies were eligible for inclusion if they met the criteria below (Table 1).
Types of studies
Intervention studies (experimental or quasi-experimental trials with or without a control group) with a minimum six-month follow-up published in English between 1990 and end of June 2013 within the Organisation for Economic Cooperation and Development (OECD) member countries.
The intervention needed to be delivered in PHC, or by PHC professionals outside PHC, or to individuals who were referred to the study by PHC professionals. The definition of PHC used was:
Socially appropriate, universally accessible, scientifically sound first level care provided by health services and systems with a suitably trained workforce comprised of multi-disciplinary teams supported by integrated referral systems in a way that: gives priority to those most in need and addresses health inequalities; maximises community and individual self-reliance, participation and control; and involves collaboration and partnership with other sectors to promote public health. 
Types of participants
Men and women (≥18 years) with a BMI ≥ 25 kg/m2 at baseline and without chronic disease who were in ‘treatment’ for weight reduction.
Types of interventions
Interventions aiming to achieve weight reduction through changing diet and/or PA with or without psychological approaches to behaviour change by improving the participants’ knowledge and/or skills for weight loss.
Measured change in body weight or BMI (in kg/m2) between baseline and follow-up, at least once, at six months or beyond post intervention. For controlled studies these outcomes are compared between intervention and comparison groups. The outcomes were classified as statistically significant if the weight or BMI reduction reported was p < 0.05.
Studies were excluded if they included pregnant women or individuals diagnosed with CVD, diabetes, cancer or other chronic conditions or where pharmaceutical or surgical interventions were employed for weight loss.
The electronic search covered the period from 1990 to June 2013. Twelve electronic databases (Medline, CINAHL, PsycINFO, APAIS-Health, Scopus, Embase, Cochrane Library, Web of Science, Australasian Medical Index, PAIS International, Joanna Briggs Institute Library, and Google Scholar) were searched using a comprehensive search strategy (Appendix 1). We complimented this with searching for references in five journals (Patient Education and Counseling; American Journal of Preventive Medicine; Preventive Medicine; International Journal of Obesity; and Health Education & Behavior). The selected studies were also used for identifying earlier and more recent publications.
Several relevant websites of key government, international bodies and non-government organisations were searched for grey literature. Experts in this area of research were also contacted for any relevant literature.
Identification of relevant studies
CJ, JL and NF independently carried out initial screening of the retrieved titles and abstracts (where available) against agreed a priori criteria summarised in Table 1 (Step 1). A 10% random sample of excluded studies was reviewed by CS and JL (Step 2). Full-text copies of potentially eligible papers were obtained and independently assessed (Step 3) by seven reviewers (CJ, CS, JL, JT, NF, MH and SD). Data were independently extracted by three reviewers (CJ, MH and NF) into a summary table (Step 4). Any disagreements in specific study inclusion and/or data extraction were resolved through consensus by discussion.
Quality assessment of studies
Quality assessment for each included study was carried out by CJ and SD using a standard checklist  and checked by NF. An overall methodological rating of strong, moderate or weak was achieved in six sections: 1) selection bias, 2) study design, 3) confounders, 4) blinding, 5) data collection methods, and 6) withdrawals and dropouts .
Data were systematically extracted on the following domains:
Study characteristics: year of publication, design, recruitment method, location (country and setting), number of participants, study duration and length of follow-up (points of follow-up measurement), proportion of subjects lost to follow-up and appropriate control or ‘usual care’ group (where applicable).
Intervention intensity: Interventions were categorised into low, medium, high or very high intensity depending on the duration of contact between the provider and the participant or the number of points of contact between the two during the intervention period:
low intensity: ≤4 hours of contact or 6 points of contact between the provider(s) and the participants;
medium intensity: >4 hours and <8 hours of contact or 10 points of contact between the provider(s) and the participants;
high intensity: ≥8 hours and <12 hours of contact or 12 points of contact between the provider(s) and the participants; and
very high intensity: ≥12 hours of contact or 14 points of contact between the provider(s) and the participants.
Participant characteristics: baseline socio-demographic variables (gender, mean age, education, socio-economic status, employment), ethnicity, and risk factors.
Intervention characteristics: professional background of individuals delivering the intervention, mode of administration, component, dose of delivery (frequency and duration), and focus (knowledge, skills, behavioural change).
Change in measured weight and/or BMI was compared over 6 and/or 12 months. A meta-analysis could not be performed due to small number of studies identified and heterogeneity amongst the studies. A narrative synthesis approach was used.
The process of identifying and selecting papers for inclusion in this review is illustrated in Figure 1. Titles and abstracts (where available) of 2,286 papers were screened and 255 papers identified for full-text assessment. Of these, 18 papers were eligible for data extraction. From these, a further 179 papers were identified for a full text review. After excluding studies which did not meet the inclusion criteria, 13 papers were included in this review [19-31] (Figure 1).
Study and participant characteristics
Seven of the included studies were randomised controlled trials (RCTs) [21,23,25,26,28,30,31], of which two were pilot studies [30,31] and one was a feasibility study using a delayed intervention control group . Two studies had non-equivalent groups design [22,29] while four studies did not include a control group (pre-post single group designs) [19,20,24,27].
In almost all studies, patients were recruited from a PHC service, which was also the intervention setting. The exception was one study for which participants were recruited from community and the intervention was delivered in PHC .
The total number of participants across all studies was 2,089 (mean n = 161). Retention rates varied from 45 to 100% with eight studies retaining >80% of participants at the final follow-up.
From the methodological quality assessment, most of the studies were scored to be ‘weak’ in quality with only four studies scoring as ‘strong’ and none as ‘moderate’ (Table 2).
The lifestyle interventions varied in the number of contacts with participants, mode of delivery, intervention providers, behaviour-change techniques (Table 3) and the duration of final follow-up. The modal period of intervention delivery was 6 months (n = 4), ranging from 3 to 12 months. The number of sessions ranged between five and 104 over the intervention period. The modal duration of final follow-up was 12 months (n = 8).
A number of modes of intervention delivery were used: All the studies involved face-to-face contact, along with telephone and mail in some cases, except one that utilised the Internet and delivered the intervention through a website . Of the 12 studies using face-to-face education, six used group sessions only [19,21,22,24,26,27], three used a combination of one-to-one and group sessions [20,23,29] and three individual contacts only [25,30,31].
The studies utilised a range of providers. There were six studies with one or one main deliverer of the intervention [19,24,25,28,30,31]. Of these, three studies used providers other than PHC professionals to promote weight reduction. One study evaluated an intervention delivered in the PHC setting by non-National Health Service staff (health promotion counsellors) , another used an Internet-based weight-control package in a community setting  and the third study,  evaluated the effectiveness of medical assistants as weight loss counsellors. Five studies had 2–3 intervention providers delivering the intervention [21-23,27,29] and in two studies, even though there were multiple intervention providers, only one led the group sessions [20,26].
Seven of the 13 studies provided training to health professionals and educators to deliver the intervention, however, only five provided details of the training [19,24,25,30,31], the duration of which ranged from three hours to nine sessions of six hours each. Two papers provided no details of the training [23,27].
Of the seven studies that included patients at risk of developing type 2 diabetes, three provided patients with information on diabetes prevention [21,26,31]. The one study where the participants had metabolic syndrome used a general recommendation-based program of lifestyle intervention carried out by trained professionals .
Types of interventions
All the reviewed studies included interventions that, in combination, focussed on diet, PA and psychological approaches to health behaviour change. All studies explicitly stated that they targeted participants’ dietary knowledge except one where the emphasis was on meal replacement . In six studies participants were provided educational resources/tools [19,23,24,26,28,30] and in one study participants attended dietitian-supervised cooking classes . Participants were encouraged to keep food records , given diaries [19,26] and PA logbooks , provided with analysed nutritional data and brief comments on food diaries  or given the opportunity to review their completed food diaries and PA records with education deliverers .
In eight studies PA education [20,23-25,27,28,30,31] was given. One study also provided individualised advice on exercise . In five studies participants could attend PA session(s) [19,21,22,24,29].
A lifestyle change personal goal setting approach was used by a number of studies to motivate participants to progress from intention to actual behaviour change [19,27-29,31]. Motivational interviewing [25,31], group motivational discussions , telephone motivation sessions along with motivation letters , and website-generated motivational statements  were used to modify participants’ behaviour and achieve weight loss. Participants were encouraged to self-monitor behaviour  and also develop cognitive and behavioural skills for managing diet and PA  or to self-manage weight . In one study,  regular self-assessment was used to empower participants to take responsibility for own decisions and make informed choices. Other behaviour techniques included planning [25,29] and problem solving and environmental control .
The social support enhanced by the group setting in 9/13 studies mentioned earlier was further emphasised in two studies by encouraging participants to seek support from their own social networks [24,27].
All 13 included studies measured change in body weight and 10 studies also measured change in BMI [19-24,26-28,31]. The study characteristics and outcomes are presented separately for RCTs (Table 4), non-equivalent group designs (Table 5) and pre-post designs without a control group (Table 6). Overall, in 11 of the 13 studies (85%) there were significant weight reductions as measured by weight or BMI [19-27,29,30]. Among these 11 studies, two did not show significant changes at all the follow-up periods [22,30] and a third study reported significant weight loss in the male but not female participants .
Of the 11 studies with positive results, three were rated as ‘strong’ (all RCTs) [21,23,25] and the other eight were rated as ‘weak’ quality. In one of these studies (Greaves et al.) there was an increased proportion of patients achieving weight targets in the intervention but not control group . However there was no significant change in mean weight in the intervention group and this group had lower initial weight compared to the control group (Table 4). Of the two studies that did not show significant reduction in either weight or BMI, one was rated as ‘weak’  and the other as ‘strong’ quality .
There were no consistent differences in the effectiveness of interventions by their mode of delivery (except for the one Internet only intervention which was not effective), provider, behavioural intervention or intensity (Tables 4-6).
Our paper has reviewed publications reporting lifestyle interventions at the primary health care-level that aimed to increase adults’ knowledge and skills for weight loss. We identified only 13 studies fulfilling the inclusion criteria, the majority of which demonstrated a positive impact on weight loss. Only one included study reported outcome data for both 6 and 12 month periods . Consistent with earlier systematic review evidence [32,33], this study showed weight regain after an initial weight loss which was, though, in keeping with the study hypothesis.
The studies included in our review were heterogeneous, the only commonality being the intervention focus, which in every case was to change diet and PA behaviours in conjunction with behaviour change. Included amongst the modes of delivery were individual and/or group sessions or the Internet with the number of sessions ranging from five to 104 conducted over 3 to 12 months. Educators were drawn from different professional backgrounds and included both health and non-health professionals. Only seven studies mentioned training the educators in the intervention delivery, suggesting a need for evaluated programs to more explicitly describe the training provided to the intervention deliverers.
This review reinforces earlier systematic reviews’ findings which support the efficacy of combining both dietary and PA interventions together with behaviour modification [34,35]. However, these earlier reviews did not necessarily include only those lifestyle interventions which specifically aimed to impact individual’s knowledge and skills required for weight loss. Despite the diversity in the types of interventions included in this review, the results provide evidence to support the role of lifestyle interventions aiming to change individual’s knowledge and/or skills in weight loss. Eleven out of 13 studies reported positive intervention effects. In the small number of studies identified, no one type or component of lifestyle intervention emerged as the most effective model and we were thus unable to determine what constituted the successful aspect of the intervention. By the same token, our review could not ascertain why interventions in two studies [28,31] failed to accomplish their objectives.
Reviews on the relationship between health literacy level and health outcomes have shown a consistent association between low health literacy and poorer health-related knowledge and comprehension [9,36]. None of the studies included in this review reported on participants’ health literacy. There is thus a need to address this gap in research and to develop weight loss interventions which specifically target people’s health literacy. Similarly, none of the included studies had specifically targeted or measured outcomes in disadvantaged socio-economic population. This is despite obesity being particularly prevalent among those in the most disadvantaged socio-economic groups  and disadvantaged populations struggling most with limited health literacy . Future research is needed to evaluate interventions with this oft-neglected population group. Other approaches which develop and draw upon the health literacy located in wider community networks may need to be considered in future research with socially disadvantaged groups .
Strengths and limitations
The included studies were based in a large number of countries with different health systems, obesity issues and population characteristics including Australia, the UK, the USA and European countries. The review is limited, however, by the small number of studies that met our selection criteria and were of high quality. With this limitation, it was not only difficult to confidently identify the effectiveness of the weight loss interventions, it was also not possible to identify individual intervention components associated with success.
Our search was not limited to studies that had tested participants’ health literacy for weight loss at baseline so we cannot ascertain if participants had low health literacy at the start. In addition, the included studies did not explicitly measure improvements in health literacy for weight loss. Though the vast majority of studies did lead to weight loss, we are unable to report specifically on health literacy improvements.
Most of the studies did not state the participants’ ethnicity, education and socio-economic status. This limits our capacity to understand the generalisability of our findings to people with different socio-economic status and ethnic backgrounds. Obesity often coexists with other chronic conditions; however, our review excluded patients with existing chronic diseases thus limiting the scope of the review findings to people who are in otherwise good health.
The heterogeneity of the studies precluded us from performing a meta-analysis. Furthermore, the review was not limited to RCTs. On the one hand, this allowed us to examine the efficacy of interventions in less controlled situations, while on the other hand studies displaying biases were also included. Most of the studies did not report on the reasons for participant dropout and more than half of the studies did not conduct the analysis on an intention-to-treat basis.
We included studies where the minimum follow-up period was six months and used outcome data only for 6 and 12 months. However, weight loss achieved in the first 6 months after intervention is often regained in the subsequent months as demonstrated by one of the reviewed studies . Thus for studies where the final follow-up was at six months, we cannot exclude the possibility of weight regain over longer follow-up periods.
Improving health literacy for weight loss in a PHC setting is a complex task and difficult to achieve. Health literacy in weight loss requires not only an understanding of what is required to lose weight but also an insight into the factors that prevent individuals from weight loss and promote weight regain. As our adopted framework demonstrates, these are important prerequisites for building motivation for change and the ability to achieve health goals.
Some promising results were found for complex multicomponent lifestyle interventions conducted at the PHC-level that focussed on weight loss. However, there was insufficient evidence to discriminate between the effectiveness of intervention components. Interventions of at least medium intensity delivered by a range of health professionals, which addressed both diet and PA and using behavioural strategies, were effective. More research is needed to explore the pathway between the intervention components, health literacy, behaviour, weight loss and, in the longer term, maintenance of these losses. The lack of studies measuring socio-economic status needs to be addressed in future.
World Health Organization. Global status report on noncommunicable diseases 2010. Geneva: World Health Organization; 2011.
World Health Organization. Global health risks. Mortality and burden of disease attributable to selected major risks. Geneva: World Health Organization; 2009.
World Health Organization. World health statistics 2014. Geneva: World Health Organization; 2014.
Institute of Medicine of the National Academies. Health Literacy: A prescription to end confusion. Washington DC: Institute of Medicine of the National Academies; 2004.
Williams MV, Baker DW, Honig EG, Lee TM, Nowlan A. Inadequate literacy is a barrier to asthma knowledge and self-care. Chest. 1998;114(4):1008–15.
Gazmararian JA, Williams MV. Health literacy and knowledge of chronic disease. Patient Educ Couns. 2003;51(3):267–75.
Baker DW, Parker RM, Williams MV. The health care experience of patients with low literacy. Arch Fam Med. 1996;5(6):329–34.
Birru M, Monaco V, Charles L, Drew H, Njie V, Bierria T, et al. Internet usage by low literacy adults seeking health information: an observational analysis. J Med Internet Res. 2004;6(3):e25.
Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155(2):97–107.
Adams AS, Appleton SL, Hill CL, Dodd M, Finlay C, Wilson DH. Risks associated with low functional health literacy in an Australian Population. Med J Aust. 2009;191:530–4.
Joshi C, Jayasinghe UW, Parker S, Del Mar C, Russell G, Lloyd J, et al. Does health literacy affect patients’ receipt of preventative primary care? A multilevel analysis. BMC Fam Pract. 2014;15(1):171.
Sharif I, Blank AE. Relationship between child health literacy and body mass index in overweight children. Patient Educ Couns. 2010;79(1):43–8.
Scottish Intercollegiate Guidelines Network. Management of obesity. A national clinical guideline. Edinburgh: Scottish Intercollegiate Guidelines Network; 2010.
National Health and Medical Research Council. Clinical practice guidelines for the management of overweight and obesity in adults, adolescents and children in Australia. Melbourne: National Health and Medical Research Council; 2013.
von Wagner C, Steptoe A, Wolf M, Wardle J. Health literacy and health actions: a review and a framework from health psychology. Health Educ Behav. 2009;36(5):860–77.
Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31 Suppl 1:19–26.
Australian Primary Health Care Research Institute. What is primary health care? [Website]. Canberra: Australian Primary Health Care Research Institute; 2014 [updated 8 April 2014; cited 2014 1 September]. Available from http://aphcri.anu.edu.au/about-us/what-primary-health-care.
Thomas BH, Ciliska D, Dobbins M, Micucci S. A process for systematically reviewing the literature: Providing the research evidence for public health nursing interventions. Worldviews Evid Based Nurs. 2004;1(3):176–84.
Absetz P, Valve R, Oldenburg B, Heinonen H, Nissinen A, Fogelholm M, et al. Type 2 diabetes prevention in the “real world” One-year results of the GOAL Implementation Trial. Diabetes Care. 2007;30(10):2465–70.
Arrebola E, Gómez-Candela C, Fernández-Fernández C, Loria V, Muñoz-Pérez E, Bermejo L. Evaluation of a lifestyle modification program for treatment of overweight and nonmorbid obesity in primary healthcare and its influence on health-related quality of life. Nutr Clin Pract. 2011;26(3):316–21.
Barclay C, Procter KL, Glendenning R, Marsh P, Freeman J, Mathers N. Can type 2 diabetes be prevented in UK general practice? A lifestyle-change feasibility study (ISAIAH). Br J Gen Pract. 2008;58(553):541–7.
Bjorkelund CV, Bengtsson CB, Carazo B, Palm L, Tarschys G, Wassen A. Effects of a community risk factor reducing programme on weight, body fat distribution, and lipids in obese women. Int J Obes. 1991;15(4):251–8.
Bo S, Baldi C, Benini L, Dusio F, Forastiere G, Lucia C, et al. Effectiveness of a lifestyle intervention on metabolic syndrome.A randomized controlled trial. J Gen Intern Med. 2007;22(12):1695–703.
Gilis-Januszewska A, Szybinski Z, Kissimova-Skarbek K, Piwonska-Solska B, Pach D, Topor-Madry R, et al. Prevention of type 2 diabetes by lifestyle intervention in primary health care setting in Poland: Diabetes in Europe Prevention using Lifestyle, physical Activity and Nutritional intervention (DE-PLAN) project. Br J Diabetes Vasc Dis. 2011;11(4):198–203.
Greaves CJ, Middlebrooke A, O'Loughlin L, Holland S, Piper J, Steele A, et al. Motivational interviewing for modifying diabetes risk: A randomised controlled trial. Br J Gen Pract. 2008;58(553):535–40.
Kulzer B, Hermanns N, Gorges D, Schwarz P, Haak T. Prevention of diabetes self-management program (PREDIAS): effects on weight, metabolic risk factors, and behavioral outcomes. Diabetes Care. 2009;32(7):1143–6.
Laatikainen T, Dunbar JA, Chapman A, Kilkkinen A, Vartiainen E, Heistaro S, et al. Prevention of type 2 diabetes by lifestyle intervention in an Australian primary health care setting: Greater Green Triangle (GGT) Diabetes Prevention Project. BMC Public Health. 2007;7(1):249.
McConnon Á, Kirk SF, Cockroft JE, Harvey EL, Greenwood DC, Thomas JD, et al. The Internet for weight control in an obese sample: results of a randomised controlled trial. BMC Health Serv Res. 2007;7(1):206.
Rohrer JE, Cassidy HD, Dressel D, Cramer B. Effectiveness of a structured intensive weight loss program using health educators. Dis Manage Health Outcomes. 2008;16(6):449–54.
Tsai AG, Wadden TA, Rogers MA, Day SC, Moore RH, Islam BJ. A primary care intervention for weight loss: results of a randomized controlled pilot study. Obesity. 2010;18(8):1614–8.
Whittemore R, Melkus G, Wagner J. Translating the diabetes prevention program to primary care: a pilot study. Nurs Res. 2009;58(1):2–12.
Curioni C, Lourenco P. Long-term weight loss after diet and exercise: a systematic review. Int J Obes. 2005;29:1168–74.
Glenny AM, O’Meara S, Melville A, Sheldon TA, Wilson C. The treatment and prevention of obesity: a systematic review of the literature. Int J Obes Relat Metab Disord. 1997;21:715–37.
Osei-Assibey G, Kyrou I, Adi Y, Kumar S, Matyka K. Dietary and lifestyle interventions for weight management in adults from minority ethnic/non-White groups: A systematic review. Obes Rev. 2010;11(11):769–76.
Dombrowski SU, Avenell A, Sniehotta FF. Behavioural interventions for obese adults with additional risk factors for morbidity: systematic review of effects on behaviour, weight and disease risk factors. Obes Facts. 2010;3:377–96.
DeWalt D, Berkman N, Sheridan S, Lohr K, Pignone M. Literacy and health outcomes: a systematic review of the literature. J Gen Intern Med. 2004;19(12):1228–39.
Thomacos N, Keleher H. Health literacy and vulnerable groups: What works? Melbourne: Department of Health Social Science, Monash University; 2009.
Vassilev I, Rogers A, Kennedy A, Koetsenruijter J. The influence of social networks on self-management support: a metasynthesis. BMC Public Health. 2014;14:719.
We would like to acknowledge Associate Professor Deborah Askew for her contribution to the design of the review and Professor Siaw-Teng Liaw for editing the manuscript.
This work was supported by a grant from the Australian Primary Health Care Research Institute (APHCRI) which is supported by a grant from the Australian Government Department of Health and Ageing. APHCRI was not involved in the study design or implementation or in the preparation of this manuscript.
The authors declare that they have no competing interests.
CJ conducted the literature searches, participated in data extraction, and assisted in writing and revising the manuscript. CS participated in the development and implementation of the methodology and analysis and interpretation of results and was responsible for preparing sections of the manuscript. JL contributed to the design of the study and drafting the manuscript. JT contributed to the conception of the design, assessed papers and revised the manuscript. MFH participated in its planning and design, review of samples of excluded studies at each step, analysis of extraction and helped to draft the manuscript. NF participated in its planning and design, review and quality assessment of studies, data extraction, preparing sections of the manuscript, incorporating editing suggestions from co-authors into the manuscript and giving the paper its final shape. NS – conceptual development, drafting and editing manuscript. SD participated in its planning and design, review and quality assessment of studies and helped to draft the manuscript. All authors read and approved the final manuscript.
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“Primary health care” or “primary care” or “family practice” or “general practitioner*” or “family physician” or “preventive health service*”
(MH health education OR MH patient education OR MH health knowledge OR MH attitude to health OR MH patient compliance OR MH literacy OR MH education) AND (MH primary health care OR MH family practice OR MH community health services OR MH community health nursing OR MH patient centered care OR MH continuity of patient care) AND (MH body weight OR MH nutrition disorders OR MH life style OR MH diet OR MH exercise OR MH weight loss OR MH obesity) AND (health education OR patient education OR health knowledge OR attitude to health OR patient compliance OR literacy OR education) AND (primary health care OR family practice OR community health services OR community health nursing OR patient centered care OR continuity of patient care) AND (body weight OR MH nutrition disorders OR life style OR diet OR exercise OR weight loss OR obesity).
(“Patient compliance”) OR (“Health behaviour”) OR (“Health practice”) OR (“Health attitude”) OR (“Health knowledge”) OR (“Literacy”) OR (“patient education”) OR (“health education”) OR (“health literacy”) AND (diet) OR (lifestyle) OR (“body weight”) OR (overweight) OR (“physical activity”) OR (exercise) OR (“health behaviour”) OR (“eating behaviour”) OR (BMI) OR (“body mass index”) OR (weight) OR (obesity).
Obesity.mp./overweight.mp./overnutrition.mp./diet.mp./exercise.mp./“physical activity”.mp. lifestyle.mp./“life style”.mp./“body weight”.mp./bmi.mp./“body mass index”.mp./“health behaviour”.mp./“health habit”.mp./“eating behaviour”.mp./“feeding behaviour”.mp./“eating habit”.mp./“eating behaviour”.mp.
Primary Health Care:
“Primary health care”.mp./“primary care”.mp./“general practi$”.mp./“family physician$”.mp. “family practice”.mp./“primary care physician$”.mp./“preventive health service$”.mp. “community health service$”.mp./“Community health nursing”.mp./“comprehensive health care”.mp.
“Health literacy”.mp./“health education”.mp./“patient education”.mp./“patient compliance”.mp./Literacy.mp./“health knowledge”.mp./“health attitude”.mp./“attitude to health”.mp./“health practice”.mp./“health behaviour”.mp./critical health literacy.tw./(functional adj health adj literacy).tw.
[Topic = (“health habits” or “attitude to health” or “health behaviour” or “health attitude” or “health knowledge” or “educational status” or literacy or “patient compliance” or “patient education” or “health education” or “health literacy”) AND Topic = (”feeding habits“or “eating habits”or “eating behaviour” or “feeding behaviour” or “health behaviour” or “body weight” or “life style” or lifestyle or diet or “over nutrition” or overnutrition or overweight or obesity or “body mass index” or BMI or exercise or “physical activity”)] AND [Topic = (“preventive health services” or “community health nursing” or “community health services” or “primary care physician” or “family physician” or “general practitioner” or “general practice” or “family practice” or “primary care” or “primary health care”)] AND [Topic = (“cultural deprivation” or homelessness or “vulnerable population” or offender or prisoner or “lowest income group” or poverty or “social status” or refugeeor immigrant or “asylum seeker” or alcoholism or “drug abuser” or “American Indian” or “Eskimo” or Aboriginal or “indigenous people” or socioeconomic)].
[((AB:“patient compliance”) OR (AB:“health behavior”) OR (AB:“health behaviour”) OR (AB:“health practice”) OR (AB:“health attitude”) OR (AB:“health knowledge”) OR (AB:literacy) OR (AB:“patient education”) OR (AB:“health education”) OR (AB:“health literacy”))] AND [((AB:“nutritional disorders”) OR (AB:“body mass index”) OR (AB:“body weight”) OR (AB:diet) OR (AB:overnutrition) OR (AB:overweight) OR (AB:obesity) OR (AB:“health behaviour”) OR (AB:“physical activity”) OR (AB:exercise) OR (AB:“eating behaviour”) OR (“feeding behaviour”))].
[“Patient education”:ti,ab,kw or “patient compliance”:ti,ab,kw or “health education”:ti,ab,kw or “health literacy”:ti,ab,kw or “health knowledge” or “health practice” or “attitude to health”] AND [“physical activity” or exercise:ti,ab,kw or “feeding habit” or “health behaviour”:ti,ab,kw or obesity or overweight:ti,ab,kw or “body weight” or “body mass index”:ti,ab,kw or lifestyle or diet:ti,ab,kw].
[su(“health literacy”) OR su((“health education” OR “patient education”)) OR su((“health knowledge” OR “health practice”)) OR su(“health attitude”)] AND [su(“primary health care”) OR su((“primary care” OR “community health”)) OR su(“preventive health”)].
[obesity or overweight or exercise or “physical activity” or “body weight” or “body mass index” or lifestyle or diet] AND [“health literacy” or “health education” or “patient education”]
‘Health education’ OR ‘Health literacy’
‘Health education’ OR ‘Health literacy’
Excluded topics on cancer screening
[(“Patient compliance”) OR (“Health behaviour”) OR (“Health practice”) OR (“Health attitude”) OR (“Health knowledge”) OR (“Literacy”) OR (“patient education”) OR (“health education”) OR (“health literacy”)] AND [(diet) OR (lifestyle) OR (“body weight”) OR (overweight) OR (“physical activity”) OR (exercise) OR (“health behaviour”) OR (“eating behaviour”) OR (BMI) OR (“body mass index”) OR (weight) OR (obesity)].
Excluded topics on cancer screening.