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. 2016 Sep 8;7:1362. doi: 10.3389/fpsyg.2016.01362

Table 3.

Analysis of the moderating effects of barriers and drivers on the transition from not being in decision mode to deciding what to do (N = 3.787).

Not being in decision mode Barrier/Driver Interaction
BARRIERS
Unsure about the saving potential for energy costs after an upgrade 0.427*** 0.124*** 0.085***
Plans to move soon 0.422*** 0.064*** −0.040*
I do not manage to make a decision for what to do 0.399*** 0.196*** −0.006
I do not own the dwelling 0.417*** 0.035* −0.083***
The right point in time has just not come to upgrade 0.336*** −0.206*** −0.077***
Building protection regulations prevent me from upgrading 0.422*** 0.090*** −0.042*
Not enough economic resources 0.418*** 0.127*** 0.038
Contractors which could do the job lack the necessary competencies 0.423*** 0.098*** 0.015
Depending on agreement with neighbors 0.426*** 0.025 −0.008
Difficult to know if information about energy upgrades can be trusted 0.423*** 0.059*** −0.013
Too much disturbance of the everyday life through such a project 0.427*** 0.063*** 0.000
Information about upgrading is difficult to find 0.419*** 0.102*** 0.011
Demands much time to supervise the contractors 0.426*** 0.032* −0.007
Negative experience from previous projects 0.424*** 0.079*** −0.007
DRIVERS
Reduction of energy costs expected after upgrade 0.349*** 0.267*** 0.128***
Increased market value of the dwelling expected after upgrade 0.352*** 0.248*** 0.096***
Payoff of the investment within a reasonable time frame 0.384*** 0.182*** 0.117***
Positive health effects expected after upgrade 0.391*** 0.164*** 0.082***
The building standard of the dwelling is perceived as a waste of energy 0.260*** 0.356*** 0.106***
Better living conditions in the dwelling expected after upgrade 0.308*** 0.299*** 0.138***
Higher comfort levels expected after upgrade 0.349*** 0.235*** 0.141***
Information about energy upgrade is easily accessible 0.426*** 0.005 0.011
Information about energy upgrade is trustworthy 0.424*** 0.011 0.033
There are subsidy schemes in place supporting the upgrade 0.427*** −0.013 0.063**
***

p < 0.001;

**

p < 0.01;

*

p < 0.05.

Displayed are standardized regression weights. Significance values are not Bonferroni-corrected.