- Research article
- Open Access
- Open Peer Review
Impact of negative symptoms on healthcare resource utilization and associated costs in adult outpatients with schizophrenia: a population-based study
© Sicras-Mainar et al., licensee BioMed Central Ltd. 2014
- Received: 8 April 2014
- Accepted: 24 July 2014
- Published: 6 August 2014
To evaluate the prevalence and impact of negative symptoms on healthcare resources utilization and costs in patients with schizophrenia.
A retrospective study was conducted using electronic medical records from the health provider BSA (Badalona, Spain). All adult outpatients with a diagnosis of schizophrenia were followed for 12 months. Two study groups were defined by the presence or absence of negative symptoms based on the PANSS Negative Symptoms Factor (N1-N4, N6, G7 and G16). Healthcare (direct cost) and non-healthcare costs (work productivity losses) were described. An ANCOVA model was used for correction, p < 0.05.
One thousand one hundred and twenty patients were included in the study (mean age: 46.8 ± 13.8 years; male: 58.4%). One or more negative symptoms were present in 52.5% of patients (95% CI: 49.6-55.4%). The most frequent were passive/apathetic social withdrawal and emotional withdrawal (60.5% and 49.8%, respectively). Patients with negative symptoms showed a greater mean number of comorbid conditions and pharmacological treatments. The adjusted unit healthcare cost related to the presence/absence of negative symptoms was €2,190.80 and €1,787.60 and the healthcare cost was €2,085.00 and €1,659.10, respectively; (p < 0.001). Patients with negative symptoms used more healthcare resources, mainly derived from primary care. The presence of negative symptoms was associated with being male, dyslipidemia, obesity and arterial hypertension (OR = 1.7, 1.4, 1.4 and 1.2, respectively).
Negative symptoms are highly prevalent in adult outpatients with schizophrenia with a relevant economic impact on the healthcare system.
- Negative symptoms
- Resource use
- Healthcare costs
- Electronic medical records
Schizophrenia is one of the leading causes of chronic incapacity and has a devastating impact on personal, social, and economic aspects of life ,. Negative symptoms such as affective flattening, poverty of speech, general lack of motivation, asociality, and impaired attention are a critical unmet need for successful management of schizophrenia . Negative symptoms are relatively common with one recent study finding that 58% of stable outpatients treated with second-generation antipsychotic drugs had at least one negative symptom . Although the introduction of second-generation antipsychotics was expected to lead to a breakthrough in the control of negative symptoms, evidence suggests that these treatments have only a modest impact. Thus, many patients are left with negative symptoms after their positive symptoms have been partially or completely controlled ,.
Negative symptoms account for much of the long-term morbidity and poor functional outcome of patients with schizophrenia . Using data from the CATIE trial of chronic schizophrenia, Rabinowitz et al. found that baseline functioning and change in functioning were more strongly related to PANSS negative symptom domains than any of the other symptoms . Because of the proven impact that negative symptoms have on patient well-being, functioning, and health-related quality of life, it is crucial that clinicians can detect and address these symptoms early –.
Research on the costs of care for patients suffering from schizophrenia has increased during recent years and it has been shown that high-income countries such as Spain typically spend up to 3% of their total healthcare-expenditure on schizophrenia care ,. Apart from often substantial direct costs of treatment, specially associated with hospitalization, the indirect costs associated with loss of work productivity, unemployment and impacts on the family can contribute more than half the overall costs of the disorder –. Few studies suggested that there would be a positive association between direct medical costs and negative symptoms ,.
The primary objective of this study was to evaluate the prevalence and impact of negative symptoms on the use of healthcare resources and costs using data from the Badalona population database.
This is a non-interventional, retrospective, cohort study using electronic medical records held by the healthcare provider Badalona Serveis Assistencials (BSA). The study population consisted of patients from six outpatient centres managed by BSA. They cover a population of 120,000 inhabitants in a predominantly industrial urban setting with a medium-low socioeconomic status. The study protocol was approved by the investigational review board of the Hospital Universitari Germans Trias i Pujol (Badalona, Spain).
The study included all outpatients who required care in 2011 that met the following criteria: a) age ≥18 years, b) a diagnosis of schizophrenia according to the DSM-IV-TR criteria , c) being under antipsychotic treatment, d) inclusion in the long-term prescriptions program (with a record of daily dose, time interval and duration of each treatment administered), and e) guaranteed regular patient follow-up (presenting ≥2 healthcare records in the computer system). Subjects who had moved to other areas and in whom the symptoms could not be characterised were excluded. Patients were followed for 12 months.
Identification of negative symptoms
The Positive and Negative Syndrome Scale (PANSS) is a 30-item scale designed to capture the degree of severity for many symptoms in schizophrenia. In 2009, a workshop format under the auspices of the International Society for Clinical Trials Methodology (ISCTM) defined a consensus statement on negative symptoms . The workshop expressed preference for the PANSS negative factors derived from factor analyses over the original PANSS negative subscale. The original PANSS negative symptom subscale contains two items, “stereotyped thinking” and “difficulty in abstract thinking,” which are outside the currently recommended negative symptom domains. The PANSS Marder Negative Symptoms Factor does not include these items .
A challenge with our clinical data resources was that symptom scales are not routinely completed in mental health services. This study sought to obtain information on the presence or absence of the negative symptoms of interest from language used in the text fields of electronic health records. In a first stage, detailed case note review was carried out by the investigating team in order to identify relevant terminology. The seven items of the PANSS Marder Negative Symptoms Factor were used as a framework for characterizing these symptoms from the database text fields: blunted affect (N1), emotional withdrawal (N2), poor rapport (N3), passive/apathetic social withdrawal (N4), lack of spontaneity and conversation flow (N6), motor retardation (G7), and active social avoidance (G16) . Finally, there was a manual search for text extraction. Negative symptoms were classified as present or absent.
Demographic and comorbidity variables
The primary study variables were: age (continuous and by ranges), gender, time since schizophrenia onset as well as personal history taken from the International Classification of Primary Care (ICPC-2) . The following characteristics were used to summarise general comorbidity variables for each patient: a) the Charlson Comorbidity Index (CCI; as an approximation to patient severity) , b) the number of chronic diseases (diagnoses) and c) the individual Case-mix Index, obtained from the Adjusted Clinical Groups (ACG; a classification system based on the consumption of healthcare resources) . The ACG application provides resource utilization bands (RUBs), so each patient is included in one of the five mutually exclusive categories depending on overall morbidity (1: healthy or very low morbidity, 2: low morbidity, 3: moderate morbidity, 4: high morbidity, and 5: very high morbidity).
Information regarding administered treatment was obtained according to the Anatomical Therapeutic Chemical Classification System (ATC): a) sedatives/hypnotic drugs, b) antipsychotic agents, c) antidepressants, and d) other central nervous system drugs .
Healthcare resources and costs
Direct healthcare costs were those related to care activity (medical visits, diagnostic or therapeutic requests, outpatient medication) carried out by healthcare professionals, while indirect costs were those related to work productivity losses (temporary or permanent sick leave).
Use of resources and unit costs
Unit costs (€)
Other diagnostic tests
A descriptive univariate statistical analysis was performed with mean values, standard deviation and 95% confidence intervals (CI). Normal data distribution was verified using a Kolmogorov-Smirnov test. The bivariate analysis included ANOVA, the chi-squared test, Pearson’s linear correlation, and comparison of means. A logistic regression analysis was performed to obtain the variables associated to patient profile (negative symptoms), with the Enter procedure (statistic: Wald). Outpatient costs were compared as recommended by Thompson and Barber, by analysis of covariance (ANCOVA) of: age, gender, RUBs, Charlson Comorbidity Index, and time since schizophrenia onset (procedure: estimation of marginal means; Bonferroni adjustment) . The SPSSWIN program, version 17 was used and statistical significance was established for values of p < 0.05.
Socio-demographic and clinical characteristics
Number of patients, %
N = 588 (52.5%)
N = 532 (47.5%)
N = 1,120 (100%)
Mean age, years
Ranges: 18–44 years
Occupational status, retired
Mean number of comorbidities
Mean Charlson Index
1 (very low)
5 (very high)
Mean time since schizophrenia onset, years
Distribution of negative symptoms
Individual PANSS NSFS items
N1 Blunted affect
N2 Emotional withdrawal
N3 Poor rapport
N4 Passive/apathetic social withdrawal
N6 Lack of spontaneity/conversation flow
G7 Motor retardation
G16 Active social avoidance
Number of negative symptoms
Quetiapine (32.3%), risperidone (20.3%) and olanzapine (16.4%) were the most common antipsychotic drugs administered. Polypharmacy was common. Mean number of drugs per patient was 3.1 (SD: 1.9) and was found to be significantly greater in group 1 (3.6 vs. 2.6, for group 1 and 2 respectively; p = 0.002). More patients were receiving antidepressive drugs and sedative/hypnotic drugs in group 1 than 2: 88.4% vs. 70.8%; p < 0.001 and 85.3% vs. 71.2%; p < 0.001, respectively.
In the logistic model, the presence of negative symptoms was associated with being male (OR = 1.7; 95% CI: 1.3-2.3), dyslipidemia (OR = 1.4; 95% CI: 1.2-1.7), obesity (OR = 1.4; 95% CI: 1.1-1.9) and arterial hypertension (OR = 1.2; 95% CI: 1.1-1.8); p < 0.05.
Resource use and costs
Number of patients, %
N = 588 (52.5%)
N = 532 (47.5%)
N = 1,120 (100%)
Use of resources
Primary care visits
Specialized care visits
Work productivity losses, days
Uncorrected cost model
Non-healthcare costs (productivity)
Corrected cost model*
1,961.6 - 2,208.5
1,562.6 - 1,755.6
1,640.9 - 1,851.9
1,291.9 - 1,456.8
290.5 - 386.8
247.1 - 322.4
Non-healthcare costs (productivity)
1.1 - 208.4
45.6 - 211.3
2,026.8 - 2,354.8
1,659.3 - 1,915.8
Negative symptomatology is a target of increasing interest. These types of symptoms of schizophrenia are better predictors of functioning than positive symptoms and often associated with a poor response to available pharmacological treatments ,,.
Our study showed the high prevalence of these symptoms and the impact on the economic burden. Using electronic medical records from a population database, one or more negative symptoms were found in 52.5% of patients. The most frequent symptoms were passive/apathetic social withdrawal and emotional withdrawal. Presence of negative symptomatology was associated with maleness and somatic comorbidity. A previous cross-sectional study in Spain also found a high frequency of negative symptoms (57.6%) in a sample of adult outpatients with schizophrenia receiving oral antipsychotic treatment . In addition, social withdrawal and emotional withdrawal were also the most common symptoms (45.8% and 39.1%, respectively).
Research on the costs of care for patients suffering with schizophrenia has increased during recent years . However, comparing costs between countries with different socioeconomic, cultural, epidemiological background and different systems for organizing and funding health care is very difficult ,. In Spain, the available data for cost of illness of schizophrenia is limited ,. One study estimated the total costs of schizophrenia to be €1,970.8 million (direct medical costs accounting for 53% and informal care costs, 47%) . Despite having implemented a conservative approach, the health care costs associated with schizophrenia account for 2.7% of total public health care expenditure in Spain . In addition, the impact of negative symptoms on schizophrenia related to healthcare costs evidence is still scarce.
A cluster analysis that identified patients with similar profiles of symptoms found that monthly treatment costs were higher when predominant negative symptoms were presented compared with low or moderate negative symptoms . The Epsilon study conducted in five European countries estimated an association between direct costs and negative symptoms with its limitations ,. The impact of negative symptoms on service costs (inpatient care, outpatient care, day care, community services, residential care, all services) was measured. Results differed between countries due to site specific differences in clinical characteristics, service use and costs. In our study, the adjusted unit healthcare cost related to the presence/absence of negative symptoms was €2,190.80 and €1,787.60 and the healthcare cost was €2,085.00 and €1,659.10, respectively; (p < 0.001). Patients with negative symptoms used more healthcare resources over a period of 12 months, especially regarding to primary care assistance. All these findings support that the presence of negative symptoms can increase the costs of schizophrenia.
Our study has several limitations inherent to research based on population databases . PANSS scale is not routinely completed in mental health services. Collecting negative symptoms from open text recorded in the medical records may be associated with an underestimation of the true prevalence of these symptoms in patients with schizophrenia and their real impact in terms of costs and utilization of resources due to the under-registration of them by the clinicians. In addition, the most severe cases were possibly not included in the study because they are usually not seen as outpatients. The costs for any side-effects of antipsychotic drugs were neither analyzed. The only direct costs considered were those relating to the public health system and the area of influence of the patient. Sick leaves (temporary or permanent) may in turn be a limited indicator of indirect costs because it was not considered premature death and it was not considered the informal costs. Despite these limitations, the results found herein reflect the study’s strength of comparing the economic impact of the disease differentiating between the presence or absence of negative symptoms.
Negative symptoms are still considered controversial because of the difficulty to define and measure them as well as designing specific clinical trials ,. Unfortunately, with the exception of amisulpride in some European countries, there are no pharmacological agents approved for the treatment of negative symptoms .
The social and economic costs of schizophrenia are considerable. The prevalence of negative symptoms among patients with schizophrenia receiving antipsychotic treatments is high and associated with a relevant economic impact on the healthcare system.
Further studies, including new specific assessment scales, are necessary to determine the association between the presence of negative symptoms and greater healthcare resource utilization, predisposing factors, and underlying mechanisms.
We would like to thank Cristina Varela for her helpful comments and suggestions during the study protocol design.
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