Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2020

Open Access 01-12-2020 | Research

Validation of the SPF-Q, an instrument to assess the quality of production functions to achieve well-being, among multimorbid patients

Authors: Anna Petra Nieboer, Jane Murray Cramm

Published in: Health and Quality of Life Outcomes | Issue 1/2020

Login to get access

Abstract

Background

In a time of ageing populations, examination of the ability of multimorbid patients to achieve well-being has become increasingly important. Social production function theory is used to characterise people’s ability to achieve well-being. Whereas much research has examined the fulfilment of substantive needs, far less research has investigated the quality of production functions (being in control, avoiding a loss frame, and efficiency) to achieve well-being. Therefore, this study involved the development and validation of the Social Production Function-Quality of production functions (SPF-Q) instrument to assess the quality of production functions via the fulfilment of production needs to achieve well-being.

Methods

The 12-item SPF-Q was used to assess the quality of production functions via the fulfilment of production needs to achieve well-being among patients with multimorbidity from seven health care practices in the region of Tilburg, the Netherlands. A total of 216 patients filled in the questionnaire (55% response rate). To test the validity of the SPF-Q, we used structural equation modelling to specify a measurement model by loading each item on its respective latent factor, and we examined associations between production needs and other measures.

Results

Psychometric results clearly showed that the SPF-Q is a valid and reliable instrument for the assessment of the quality of production functions among multimorbid patients. Confirmatory factor analyses revealed good indices of fit for the instrument. As indicated by the high reliability coefficient, the scale also showed good internal consistency. We found support for construct validity through significant positive correlations between substantive and production well-being needs, as well as with overall well-being and life satisfaction. Moreover, production needs added to multimorbid patients’ overall level of well-being in addition to the substantive needs.

Conclusion

This study clearly showed that the SPF-Q is a valid and reliable instrument for the assessment of production needs among multimorbid patients. Given that multimorbidity is becoming the leading threat to population health, such an instrument can help to improve the ability to achieve well-being in this vulnerable population.
Literature
1.
go back to reference World Health Organization. Global status report on noncommunicable diseases: 2010. Geneva: World Health Organization; 2011. World Health Organization. Global status report on noncommunicable diseases: 2010. Geneva: World Health Organization; 2011.
2.
go back to reference Organisation for Economic Co-operation and Development. The challenge of financing care for individuals with multimorbidity: rocket science or child rearing? Paris: Organisation for Economic Co-operation and Development; 2011. Organisation for Economic Co-operation and Development. The challenge of financing care for individuals with multimorbidity: rocket science or child rearing? Paris: Organisation for Economic Co-operation and Development; 2011.
3.
go back to reference Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9. PubMedCrossRef Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9. PubMedCrossRef
4.
go back to reference World Health Organization. Multimorbidity: technical series on safer primary care. Geneva: World Health Organization; 2016. World Health Organization. Multimorbidity: technical series on safer primary care. Geneva: World Health Organization; 2016.
5.
go back to reference American Geriatrics Society (AGS) Expert Panel on the Care of Older Adults with Multimorbidity. Patient-centered care for older adults with multiple chronic conditions: a stepwise approach from the American Geriatrics Society. J Am Geriatr Soc. 2012;60(10):1957–68. CrossRef American Geriatrics Society (AGS) Expert Panel on the Care of Older Adults with Multimorbidity. Patient-centered care for older adults with multiple chronic conditions: a stepwise approach from the American Geriatrics Society. J Am Geriatr Soc. 2012;60(10):1957–68. CrossRef
6.
go back to reference Vetrano DL, Calderón-Larrañaga A, Marengoni A, et al. An international perspective on chronic multimorbidity: approaching the elephant in the room. J Gerontol A Biol Sci Med Sci. 2018;73(10):1350–6. PubMedCrossRef Vetrano DL, Calderón-Larrañaga A, Marengoni A, et al. An international perspective on chronic multimorbidity: approaching the elephant in the room. J Gerontol A Biol Sci Med Sci. 2018;73(10):1350–6. PubMedCrossRef
7.
go back to reference Nieboer AP. Life-events and well-being: a prospective study on changes in well-being of elderly people due to a serious illness event or death of the spouse. Amsterdam: Thesis Publishers; 1997. Nieboer AP. Life-events and well-being: a prospective study on changes in well-being of elderly people due to a serious illness event or death of the spouse. Amsterdam: Thesis Publishers; 1997.
8.
go back to reference Nieboer AP, Schulz R, Matthews KA, Scheier MF, Ormel J, Lindenberg S. Spousal caregivers’ activity restriction and depression: a model for changes over time. Soc Sci Med. 1998;47:1361–71. PubMedCrossRef Nieboer AP, Schulz R, Matthews KA, Scheier MF, Ormel J, Lindenberg S. Spousal caregivers’ activity restriction and depression: a model for changes over time. Soc Sci Med. 1998;47:1361–71. PubMedCrossRef
9.
go back to reference Lindenberg SM. Continuities in the theory of social production functions. In: Lindenberg SM, Ganzeboom HBG, editors. Verklarende sociologie: opstellen voor Reinhard Wippler. Amsterdam: Thesis Publishers; 1996. p. 169–84. Lindenberg SM. Continuities in the theory of social production functions. In: Lindenberg SM, Ganzeboom HBG, editors. Verklarende sociologie: opstellen voor Reinhard Wippler. Amsterdam: Thesis Publishers; 1996. p. 169–84.
10.
go back to reference Lindenberg S. Social rationality, self-regulation and well-being: the regulatory significance of needs, goals, and the self. In: Wittek R, Snijders TAB, Nee V, editors. Handbook of rational choice social research. Stanford: Stanford University Press; 2013. p. 72–112. Lindenberg S. Social rationality, self-regulation and well-being: the regulatory significance of needs, goals, and the self. In: Wittek R, Snijders TAB, Nee V, editors. Handbook of rational choice social research. Stanford: Stanford University Press; 2013. p. 72–112.
11.
go back to reference Bakan D. The duality of human existence: isolation and communion in Western man. Boston: Beacon Press; 1966. Bakan D. The duality of human existence: isolation and communion in Western man. Boston: Beacon Press; 1966.
12.
go back to reference McAdams DP, Hoffman BJ, Mansfield ED, Day R. Themes of agency and communion in significant autobiographical scenes. J Personal. 1996;63:339–77. CrossRef McAdams DP, Hoffman BJ, Mansfield ED, Day R. Themes of agency and communion in significant autobiographical scenes. J Personal. 1996;63:339–77. CrossRef
13.
go back to reference Steverink N, Lindenberg S. Which social needs are important for subjective well-being? What happens to them with aging? Psychol Aging. 2006;21(2):281–90. PubMedCrossRef Steverink N, Lindenberg S. Which social needs are important for subjective well-being? What happens to them with aging? Psychol Aging. 2006;21(2):281–90. PubMedCrossRef
16.
go back to reference Ormel J, Lindenberg SM, Steverink N, Von Korff M. Quality of life and social production functions: a framework for understanding health effects. Soc Sci Med. 1997;45:1051–63. PubMedCrossRef Ormel J, Lindenberg SM, Steverink N, Von Korff M. Quality of life and social production functions: a framework for understanding health effects. Soc Sci Med. 1997;45:1051–63. PubMedCrossRef
17.
go back to reference Nieboer A, Lindenberg S, Boomsma A, Van Bruggen AC. Dimensions of well-being and their measurement: the SPF-IL scale. Soc Indic Res. 2005;73:313–53. CrossRef Nieboer A, Lindenberg S, Boomsma A, Van Bruggen AC. Dimensions of well-being and their measurement: the SPF-IL scale. Soc Indic Res. 2005;73:313–53. CrossRef
18.
go back to reference Ormel J, Lindenberg S, Steverink N, Verbrugge LM. Subjective well-being and social production functions. Soc Indic Res. 1999;46:61–90. CrossRef Ormel J, Lindenberg S, Steverink N, Verbrugge LM. Subjective well-being and social production functions. Soc Indic Res. 1999;46:61–90. CrossRef
19.
go back to reference Nieboer A, Lindenberg S. Substitution, buffers and subjective well-being: a hierarchical approach. In: Gullone E, Cummins RA, editors. The universality of subjective wellbeing indicators. Social indicators research series. Dordrecht: Springer; 2002. p. 16. Nieboer A, Lindenberg S. Substitution, buffers and subjective well-being: a hierarchical approach. In: Gullone E, Cummins RA, editors. The universality of subjective wellbeing indicators. Social indicators research series. Dordrecht: Springer; 2002. p. 16.
21.
go back to reference Lindenberg S. Intrinsic motivation in a new light. Kyklos. 2001;54:317–42. CrossRef Lindenberg S. Intrinsic motivation in a new light. Kyklos. 2001;54:317–42. CrossRef
22.
go back to reference Taylor SE. Health psychology. 8th ed. New York: McGraw Hill; 2011. Taylor SE. Health psychology. 8th ed. New York: McGraw Hill; 2011.
23.
go back to reference Ryan RM, Deci EL. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol. 2000;55(1):68–78. PubMedCrossRef Ryan RM, Deci EL. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol. 2000;55(1):68–78. PubMedCrossRef
24.
go back to reference Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43. PubMedCrossRef Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43. PubMedCrossRef
25.
go back to reference Bayliss EA, Ellis JL, Steiner JF. Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007;5:395–402. PubMedPubMedCentralCrossRef Bayliss EA, Ellis JL, Steiner JF. Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007;5:395–402. PubMedPubMedCentralCrossRef
26.
go back to reference Grundberg A, Ebbeskog B, Dahlgren MA, Religa D. How community-dwelling seniors with multimorbidity conceive the concept of mental health and factors that may influence it: a phenomenographic study. Int J Qual Stud Health Well-being. 2012;7:1–13. PubMedCrossRef Grundberg A, Ebbeskog B, Dahlgren MA, Religa D. How community-dwelling seniors with multimorbidity conceive the concept of mental health and factors that may influence it: a phenomenographic study. Int J Qual Stud Health Well-being. 2012;7:1–13. PubMedCrossRef
27.
go back to reference Conversano C, Rotondo A, Lensi E, Vista OD, Arpone F, Reda MA. Optimism and its impact on mental and physical well-being. Clin Pract Epidemiol Ment Health. 2010;6:25–9. PubMedPubMedCentralCrossRef Conversano C, Rotondo A, Lensi E, Vista OD, Arpone F, Reda MA. Optimism and its impact on mental and physical well-being. Clin Pract Epidemiol Ment Health. 2010;6:25–9. PubMedPubMedCentralCrossRef
28.
go back to reference Briller SH, Schim SM, Thurston CS, Meert KL. Conceptual and design issues in instrument development for research with bereaved parents. Omega (Westport). 2012;65(2):151–68. CrossRef Briller SH, Schim SM, Thurston CS, Meert KL. Conceptual and design issues in instrument development for research with bereaved parents. Omega (Westport). 2012;65(2):151–68. CrossRef
29.
go back to reference Cramm JM, Hartgerink JM, de Vreede PL, Bakker TJ, Steyerberg EW, Mackenbach JP, Nieboer AP. The relationship between older adults’ self-management abilities, well-being and depression. Eur J Ageing. 2012;9:353–60. PubMedPubMedCentralCrossRef Cramm JM, Hartgerink JM, de Vreede PL, Bakker TJ, Steyerberg EW, Mackenbach JP, Nieboer AP. The relationship between older adults’ self-management abilities, well-being and depression. Eur J Ageing. 2012;9:353–60. PubMedPubMedCentralCrossRef
30.
go back to reference Cramm JM, van Dijk HM, Nieboer AP. The importance of perceived neighborhood social cohesion and social capital for the well-being of older adults in the community. Gerontologist. 2013;53(1):142–52. PubMedCrossRef Cramm JM, van Dijk HM, Nieboer AP. The importance of perceived neighborhood social cohesion and social capital for the well-being of older adults in the community. Gerontologist. 2013;53(1):142–52. PubMedCrossRef
31.
go back to reference Cantril H. The pattern of human concern. New Brunswick: Rutgers University Press; 1965. Cantril H. The pattern of human concern. New Brunswick: Rutgers University Press; 1965.
32.
go back to reference Jöreskog K, Sörbom D. User’s reference guide. Chicago: Scientific Software International; 1996. Jöreskog K, Sörbom D. User’s reference guide. Chicago: Scientific Software International; 1996.
33.
go back to reference Hancock GR, Mueller RO. Structural equation modeling: a second course. 2nd ed. Charlotte: Information Age Publishing; 2013. Hancock GR, Mueller RO. Structural equation modeling: a second course. 2nd ed. Charlotte: Information Age Publishing; 2013.
34.
go back to reference Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55. CrossRef Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55. CrossRef
35.
go back to reference Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu AL, Maltais D. Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes. 2004;2:51. PubMedPubMedCentralCrossRef Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu AL, Maltais D. Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes. 2004;2:51. PubMedPubMedCentralCrossRef
36.
go back to reference Wister A, Kendig H, Mitchell B, Fyffe I, Loh V. Multimorbidity, health and aging in Canada and Australia: a tale of two countries. BMC Geriatr. 2016;16(1):163. PubMedPubMedCentralCrossRef Wister A, Kendig H, Mitchell B, Fyffe I, Loh V. Multimorbidity, health and aging in Canada and Australia: a tale of two countries. BMC Geriatr. 2016;16(1):163. PubMedPubMedCentralCrossRef
38.
go back to reference Brown TA. Confirmatory factor analysis for applied research. New York: The Guilford Press; 2006. Brown TA. Confirmatory factor analysis for applied research. New York: The Guilford Press; 2006.
39.
go back to reference Hooper D, Coughlan J, Mullen MR. Structural equation modelling: guidelines for determining model fit. Electron J Bus Res Methods. 2008;6(1):53–60. Hooper D, Coughlan J, Mullen MR. Structural equation modelling: guidelines for determining model fit. Electron J Bus Res Methods. 2008;6(1):53–60.
40.
go back to reference Steiger JH. Understanding the limitations of global fit assessment in structural equation modeling. Pers Individ Differ. 2008;42:893–8. CrossRef Steiger JH. Understanding the limitations of global fit assessment in structural equation modeling. Pers Individ Differ. 2008;42:893–8. CrossRef
41.
go back to reference Karpas DS, Bamberger PA, Bacharach SB. Income decline and retiree well-being: the moderating role of attachment. Psychol Aging. 2013;28(4):1098–107. CrossRef Karpas DS, Bamberger PA, Bacharach SB. Income decline and retiree well-being: the moderating role of attachment. Psychol Aging. 2013;28(4):1098–107. CrossRef
42.
go back to reference Hazan C, Shaver PR. Broken attachments: relationship loss from the perspective of attachment theory. In: Orbuch TL, editor. Close relationship loss: theoretical approaches. New York: Springer; 1992. p. 90–107. CrossRef Hazan C, Shaver PR. Broken attachments: relationship loss from the perspective of attachment theory. In: Orbuch TL, editor. Close relationship loss: theoretical approaches. New York: Springer; 1992. p. 90–107. CrossRef
43.
go back to reference Fraley RC, Bonanno GA. Attachment and loss: a test of three competing models on the association between attachment-related avoidance and adaptation to bereavement. Pers Soc Psychol Bull. 2004;30(7):878–90. PubMedCrossRef Fraley RC, Bonanno GA. Attachment and loss: a test of three competing models on the association between attachment-related avoidance and adaptation to bereavement. Pers Soc Psychol Bull. 2004;30(7):878–90. PubMedCrossRef
44.
go back to reference Steverink N. Successful development and aging: theory and intervention. In: Pachana N, Laidlaw K, editors. Oxford handbook of geropsychology. Oxford: Oxford University Press; 2014. Steverink N. Successful development and aging: theory and intervention. In: Pachana N, Laidlaw K, editors. Oxford handbook of geropsychology. Oxford: Oxford University Press; 2014.
45.
go back to reference Cramm JM, Hartgerink JM, Bakker TJ, Steyerberg EW, Mackenbach JP, Nieboer AP. Understanding older patients’ self-management abilities: functional loss, self-management, and well-being. Qual Life Res. 2013;22(1):85–92. PubMedCrossRef Cramm JM, Hartgerink JM, Bakker TJ, Steyerberg EW, Mackenbach JP, Nieboer AP. Understanding older patients’ self-management abilities: functional loss, self-management, and well-being. Qual Life Res. 2013;22(1):85–92. PubMedCrossRef
46.
go back to reference Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HC. The COSMIN checklist for assessing the methodological quality of studies on measurement properties of health status measurement instruments: an international Delphi study. Qual Life Res. 2010;19(4):539–49. PubMedPubMedCentralCrossRef Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HC. The COSMIN checklist for assessing the methodological quality of studies on measurement properties of health status measurement instruments: an international Delphi study. Qual Life Res. 2010;19(4):539–49. PubMedPubMedCentralCrossRef
Metadata
Title
Validation of the SPF-Q, an instrument to assess the quality of production functions to achieve well-being, among multimorbid patients
Authors
Anna Petra Nieboer
Jane Murray Cramm
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2020
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-020-01573-z

Other articles of this Issue 1/2020

Health and Quality of Life Outcomes 1/2020 Go to the issue